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Conflicts

AI-generated wiki from AI-conducted research reports. Partially reviewed by scientists. See About This Wiki.

Conflicts
152 recorded conflicts

Places where projects in the corpus disagree, with the evidence on each side and the work that would settle it.

152 items under this folder.

Does the essential-gene core-genome enrichment depend on cohort and category definitions?3 source projects disagreeHow conserved are bacterial genes important for metal tolerance?4 source projects disagreeDo Active Metabolic Dependencies Sit Higher in the Pangenome Core Than Latent Capabilities?7 source projects disagreeHeavy-Metal Isolation and Composite Metal-Tolerance Scores: A Positive Contamination Contrast Versus a Null Species-Scale Test2 source projects disagreeOriginal and Reanalysed Ecotype Correlation Magnitudes: Same Effect or Different Measurements?2 source projects disagreeStress dominance versus stress depletion among strong-phenotype dark genes4 source projects disagree54 % of what? Competing denominators for the Kuehl–training feature overlap2 source projects disagreeAMR Fitness Cost: Uniform and Structure-Independent, or Mechanism-Dependent?2 source projects disagreeAMRFinderPlus catalog scope: broad stress-resistance landscape versus narrow antibiotic-resistance reading, with unclassified fractions that do not match2 source projects disagreeAnnotation nulls across precomputed substrates: absence signal or method-dependent gap?3 source projects disagreeAre Essential Genes Absent from Fitness Modules or Measured Outside Them?3 source projects disagreeAre Literature-Free Protein Families Unstudied, or Missed by Retrieval?4 source projects disagreeAre Metal-Important Genes Core or Accessory?2 source projects disagreeAre metal-specific genes core or accessory? Conflicting core fractions and gene-set definitions3 source projects disagreeAtlas Provenance Labels vs. Audited Resource Origins: Are NMDC-Tagged Shares Correctly Attributed?2 source projects disagreeBacDive-to-pangenome coverage: does strain matching reach 43.4% or 38.4%?2 source projects disagreeBroad Environmental Null versus Subsystem-Specific Environmental Signals in Gene Content3 source projects disagreeCarbon-Pathway Habitat Signal vs. the Broad Species-Level Null on Environment and Gene Content2 source projects disagreeClinical Sampling Bias vs. Discordant Spatial and Gene-Content Signals in AlphaEarth-Linked Genomes2 source projects disagreeCommunity-Scale Signals Versus Flux-Level Inference in NMDC-Based Metabolic Ecology2 source projects disagreeComposite COG Annotations: Biological Signal or Insufficiently Tested Interpretation?3 source projects disagreeConflict: Is the *E. coli* × phage susceptibility matrix 96 phages wide, 94 phages wide, or 17,672 pairs deep?2 source projects disagreeContinuous Phenotype Gradient or Discrete Fitness Modules?3 source projects disagreeCore-Dominated Beneficial Clusters vs. Elevated Mobilome Burden in Plant-Associated Genera2 source projects disagreeDefense-system breadth versus marker-level specificity in anti-phage arsenal calls2 source projects disagreeDo Adaptive Functions Sit in the Accessory Genome or Inside the Core?2 source projects disagreeDo AMR genes follow the all-gene link between fitness importance and conservation?2 source projects disagreeDo AMR genes of different pangenome prevalence carry different fitness costs?2 source projects disagreeDo Cofitness Co-inheritance Signals Generalize Better at the Module Level Than for Gene Pairs?2 source projects disagreeDo costly, conserved genes show natural selection, or only lab-inferred selection signatures?2 source projects disagreeDo Metabolic and Defense Functions Sit in the Conserved Core or the Variable Genome?3 source projects disagreeDo metal-tolerance scores track metal-associated isolation ecology?4 source projects disagreeDo Mobile Elements Carry Most Bacterial Gene Novelty, or Do Focal Innovations Arrive Without an MGE-Cargo Signal?3 source projects disagreeDo Null Pangenome-Openness Correlations Bear on Within-Clade Conservation Findings?3 source projects disagreeDo Pangenome Projects Share a Genome-Wide Singleton Baseline?2 source projects disagreeDo Phylogenetic Corrections Strengthen, Remove, or Retain Pangenome Associations?6 source projects disagreeDo production, completeness and conservation signals indicate gene essentiality?4 source projects disagreeDo Strict Housekeeping Classes Show a ~1× or a 2.3× Recent-to-Ancient Acquisition Ratio?2 source projects disagreeDo the Fitness Browser ManXYZ Substrate Values Match Between the Discoveries Digest and the SNIPE Project Report?2 source projects disagreeDo the metal fitness atlas and the counter-ion analysis report the same per-metal core-enrichment deltas?2 source projects disagreeDo the original and reanalysis environment effect sizes for ecotypes measure the same thing?2 source projects disagreeDo the Regex and MetaCyc Schemas Cover the Same Pathway Set in the IBD Reversal?2 source projects disagreeDoes "Conserved" Mean Clade-Core Membership or Broad Taxonomic Breadth?3 source projects disagreeDoes "NMDC integrated" describe where ontology terms are hosted or whose authority they carry?2 source projects disagreeDoes `is_core` Mean ≥95% Prevalence or Majority Presence?3 source projects disagreeDoes a Null Pooled Openness Association Mean No Association Within Lineages?2 source projects disagreeDoes a pangenome-openness null bear on the sampling-depth explanation of environment–gene-content correlations?4 source projects disagreeDoes an 11/13 Directional Signal Support Community-Scale Black Queen Behavior, or Is It Too Coverage-Limited to Generalize?2 source projects disagreeDoes COG-Level Functional Structure Hold Up or Wash Out Across Analyses?2 source projects disagreeDoes Community Provisioning Produce a Common Negative Amino-Acid Pattern, or Does Tyrosine Follow a Different Regime?2 source projects disagreeDoes Core-Gene Enrichment in Perturbation Collections Signal Low Burden or Mask Hidden Costs?3 source projects disagreeDoes Deep Condition Profiling Inflate Specific Phenotypes, Pleiotropic Phenotypes, or Neither?3 source projects disagreeDoes Differential Missingness Explain the Weak Environmental Signal?2 source projects disagreeDoes Environment Shape Pangenome Openness? Conflicting Evidence from Openness Analyses3 source projects disagreeDoes Excluding Putative Essential Genes Raise or Lower the Baseline Core Fraction?2 source projects disagreeDoes Flux Balance Analysis Agree With Experimental Essentiality in *Acinetobacter baylyi* ADP1?2 source projects disagreeDoes flux balance analysis track experimental growth and essentiality, or not?2 source projects disagreeDoes genome expansion in deep subsurface Bacillota_B indicate biosynthetic self-sufficiency?2 source projects disagreeDoes Genomic and Metabolic Evidence for Tryptophan Imply Measured Growth on It?2 source projects disagreeDoes genomic co-inheritance of resistance genes measure the same network architecture as cofitness?2 source projects disagreeDoes genomic compartment track resistance origin and cost, or only mode of maintenance?2 source projects disagreeDoes genomic pathway completeness agree with measured fitness, or do complete pathways often stay latent?3 source projects disagreeDoes GTDB suffix removal reconcile species names or merge distinct clades?2 source projects disagreeDoes Model-Predicted Flux Locate Respiratory Bottlenecks in Aromatic Catabolism?2 source projects disagreeDoes Module-Level Aggregation Rescue Weak Cross-Tenant Fitness Bridges?2 source projects disagreeDoes NDH-2 compensation explain Complex I dependence on aromatics beyond ADP1?3 source projects disagreeDoes pangenome conservation track gene fitness importance, or are the two decoupled?2 source projects disagreeDoes Pangenome Openness Track Lineage-Dependent Patterns or Not?2 source projects disagreeDoes Pathway Completeness and Metabolite Production Evidence Speak to Condition-Specific Metabolic Requirement or Use?2 source projects disagreeDoes the BacDive Evidence Validate Genome-Based Metal-Tolerance Prediction Over Phenotype-Based Screening?3 source projects disagreeDoes the embedded genome subset favour clinical or environmental isolates?6 source projects disagreeDoes the essential-gene conservation gradient survive adjustment for gene length and scope?4 source projects disagreeDoes the lab–field concordance evidence validate Fitness Browser data, or only suggest it?3 source projects disagreeDoes the Prophage–AMR Association Survive Shared Ancestry, Given That Pangenome Openness Does Not Predict the Magnitude of Environment or Phylogeny Effects?2 source projects disagreeDoes the Retained "SR" Signal Denote Sulfite Reduction or Sulfate Reduction?3 source projects disagreeDoes Web of Microbes production evidence corroborate metabolic-model support, or measure a different endpoint?3 source projects disagreeDoes within-dataset separation or cross-dataset reproducibility certify a microbial ecotype?4 source projects disagreeEnvironment–Gene-Content Correlation Magnitude: Ecotype Reanalysis Versus the Original Ecotype Analysis2 source projects disagreeEnvironmental Structuring of AMR: Ecological Association or Lineage and Sampling Artifact?2 source projects disagreeEssential-gene core fraction: 82% across 43 bacteria or 86.1% across 33 organisms?2 source projects disagreeFunctional Coupling or Shared Ancestry? Cross-Organism Signals in Fitness Networks2 source projects disagreeGlobal Metal-Resistance Prevalence Versus Local Co-Enrichment with T4SS-Linked Neighbourhoods2 source projects disagreeHow Core Is Nitrogen Fixation? Conflicting Core-Genome Fractions Across Projects2 source projects disagreeHow Large Is the Overlap Between Metal-Fitness and Osmotic-Stress Genes?2 source projects disagreeHow much functional weight should module and neighborhood evidence carry for dark genes?2 source projects disagreeHow Much of the Metal-Important Gene Set Reflects General Stress?3 source projects disagreeHow Well Do Computational Predictors Recover Gene Essentiality and Function?4 source projects disagreeInflammatory Bowel Disease (IBD) Bridging: A Validation-Stage Gap or a Structurally Unidentifiable Contrast?2 source projects disagreeIs *Candidatus* (*Ca.*) Desulforudis audaxviator-style self-sufficiency in the Bacillota_B deep-anchor cohort or absent from the cultured cohort?2 source projects disagreeIs Complex I dispensable on glucose and lactate because NDH-2 compensates?3 source projects disagreeIs Essential-Core Enrichment Robust Across Clade-Size Strata, or Strongest in Larger Clades?2 source projects disagreeIs Gene Essentiality Tied to Core Status and Rich Annotation, or Do Conserved Genes Break That Link?5 source projects disagreeIs Latent Metabolic Capability Condition-Dependent or Partly Fitness-Neutral?3 source projects disagreeIs latent metabolic capability tied to gene conservation or to pangenome openness?3 source projects disagreeIs Pangenome Openness Driven by Metabolic Variability, Environment and Phylogeny, or Gene Conservation?5 source projects disagreeIs the BacDive metal-validation effect large-scale and well-powered, or a ten-isolate result near its detection limit?2 source projects disagreeIs the core-genome enrichment of metal-fitness genes one estimate or several incomparable ones?3 source projects disagreeIs the environment–gene-content partial correlation near zero or modestly positive?2 source projects disagreeIs the Oak Ridge lab tolerance–field abundance test based on 11 or 12 genera?2 source projects disagreeLineage Structure versus Adaptive Ecotypes in Bacterial Gene-Content Variation2 source projects disagreeLineage-associated acquisition or uneven lineage sampling: what drives phylogenetic structure and weak environmental signal in AMR profiles?2 source projects disagreeMatched growth for FW300-N2E3: independent validation of pathway predictions, or agreement guaranteed by construction?2 source projects disagreeMedian r = 0.25 or mean r = 0.44: how correlated are ADP1 carbon-source fitness profiles?2 source projects disagreeMetadata Availability Versus Interface Reliability in NMDC Table Discovery2 source projects disagreeNADH-per-Carbon Stoichiometry and Flux Models Versus Measured Complex I Dependence on Quinate2 source projects disagreePartial `kbase_uniref*` samples versus dated `refdata_uniref*_2026_01` cluster counts: which collection does "UniRef" name?2 source projects disagreePhylogeny-dominated gene content versus strong classifier-derived environmental associations2 source projects disagreePlant Compartment Effects on Functional Gene Content: Small Real Signal or Sampling-Driven Magnitude?2 source projects disagreePlant-Associated Co-occurrence: Redundancy at an Extreme Effect Size, or a Formula Artifact?2 source projects disagreePlant-Growth-Promoting Traits: Vertically Inherited Core Genes or Transposase-Linked Mobile Cargo?2 source projects disagreeProcess-Level Inference versus Gene-Level Functional Identity4 source projects disagreeProphage and conjugative-machinery evidence for gene mobilization: genome-wide association versus local and mechanistic support2 source projects disagreeReport Prose Versus Report Tables: Which Stated Figure Stands?11 source projects disagreeShared-Coordinate Filtering: Removing Institutional Artefacts vs. Keeping Intensively Sampled Field Sites2 source projects disagreeSingle-Study Dominance of the Metabolomics Data: Limit on Generality, or Neutral to the Within-Study Result?2 source projects disagreeSpecies-level environment–AMR association versus sparse within-species environmental structure3 source projects disagreeUneven Evidence Weights versus Comparable Cross-Tenant Measures2 source projects disagreeUniversal Phylum-Wide COG Partitioning or Sample-Limited Extrapolation?2 source projects disagreeUniversal Positive Metal Cross-Resistance: Metal-Specific Mechanism or General-Stress Response?2 source projects disagreeWeak environmental signal versus a median partial correlation of 0.081 across ecotype analysis pipelines2 source projects disagreeWeak Genome-Wide Environmental Signal: Locus-Specific Adaptation or Measurement Limits?2 source projects disagreeWhich Taxonomic Rank Reveals Functional Signal: Coarse Ranks Versus Fine Resolution4 source projects disagreeWhole-genome gene content versus prophage modules: where does environmental structure appear?3 source projects disagreeWhy do bakta Pfam tables come up empty: query format, reduced profile set, or hypothetical-only search?3 source projects disagreeWithin-ecotype differential abundance: an unusable 3-taxon survivor set, or a design-controlled 51 and 40?2 source projects disagreeWithin-Species Ecotype Differentiation Versus Genus-Level Contamination Function Signals2 source projects disagreeAromatic degradation in *Acinetobacter baylyi* ADP1: substrate-specific requirement or model-input gap?2 source projects disagreeDetectable Environmental Signal vs. Modest, Confounded Effect in Habitat-Association Analyses2 source projects disagreeDiverging BacDive-to-GTDB Bridge Totals Across Two Metal-Tolerance Analyses2 source projects disagreeDo Dark-Gene Co-fitness Results Extend to Essential Genes and Under-sampled Lineages?2 source projects disagreeDo environmental and geographic signals in microbial genomic patterns hold up as ecological inference?5 source projects disagreeDo Fitness-Defined Gene Sets Skew Toward the Conserved Core, or Is the Fitness–Conservation Link Weak?2 source projects disagreeDo Metal Conservation Estimates Differ Because of Method or Because of Biology?2 source projects disagreeDoes a Strong Geographic Signal in AlphaEarth Embeddings Mean Environment Shapes Gene Content More Strongly?2 source projects disagreeDoes co-occurrence mark a guild of shared selection or of complementary provisioning?2 source projects disagreeDoes controlling for genome size explain embedding-derived niche-breadth associations?2 source projects disagreeDoes Environment Structure Microbial Functional Gene Content Strongly, or Only Weakly?3 source projects disagreeDoes environmental signal live in whole-pangenome openness or in selected gene subsets?2 source projects disagreeDoes environmental similarity shape microbial gene content, or only geography?3 source projects disagreeDoes Metal Type Diversity Shape Microbial Niche Breadth and Gene Content, or Do Individual Metals Drive Functional Shifts?3 source projects disagreeDoes Module z-Scoring Reveal or Suppress Metal-Responsive Fitness Modules?3 source projects disagreeDoes Pangenome Openness Bear on Genome-Wide Versus Locus-Specific Ecological Adaptation?2 source projects disagreeDoes Pangenome Openness Track Metabolic Turnover Without Tracking Environmental Differentiation?3 source projects disagreeEnvironmental association versus lineage and genome-size structure in microbial trait patterns2 source projects disagreeHow large is the efflux share of the resistome? Digest figures versus the environmental-resistome report4 source projects disagreeHow Strongly Does Environment Structure Microbial Variation? Genus-Level Variance Versus a Null Species-Level Comparison2 source projects disagreeIs metal-resistance gene count a standalone predictor of metal tolerance, or only a conditional one?2 source projects disagreeMetal Cross-Resistance: Metal-Specific Shared Mechanisms or General Stress Response?2 source projects disagreePangenome Openness: Associated With Pathway Variability, Null Against Environment and Phylogeny Effects2 source projects disagreeStrong metal–microbe associations versus uncertain attribution to metals2 source projects disagreeUniversal Positive Metal Cross-Resistance or Metal-Dependent Overlap with Salt Stress?2 source projects disagreeUniversal Within Scope, Narrow Across It: How Far Does a Strong Signal Travel?2 source projects disagree