{"id":"W2164890209","doi":"10.1016/j.tree.2004.11.017","title":"Candidate genes for behavioural ecology","year":2004,"lang":"en","type":"article","venue":"Trends in Ecology & Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":253,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Candidate gene; Biology; Adaptation (eye); Phenotypic plasticity; Evolutionary biology; Gene; Ecology; Function (biology); Organism; Evolutionary ecology; Model organism; Divergence (linguistics); Genetics; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001659563,0.0001071052,0.0001552536,0.00004883037,0.0001809852,0.000007619123,0.0001051346,0.0001987114,0.0002430038],"category_scores_gemma":[0.00001559158,0.00004904628,0.00007807768,0.0002583472,0.00009146879,0.00009474898,0.00002813957,0.00009644291,0.00002225966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465672,"about_ca_system_score_gemma":0.00001216983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008215019,"about_ca_topic_score_gemma":0.05259996,"domain_scores_codex":[0.9990433,0.00003903328,0.000197411,0.0003376853,0.00005338158,0.0003291287],"domain_scores_gemma":[0.9997779,0.00002783125,0.00006769745,0.00004553415,0.00003952331,0.0000415876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007497201,0.0002064813,0.9152576,0.000001237852,0.0000042857,0.000003110058,0.00004028344,0.0001132727,0.05253637,0.0007184913,0.0001512281,0.0308927],"study_design_scores_gemma":[0.0003986492,0.0006542305,0.995808,0.000001884744,0.00002105874,0.00002522421,0.00009029145,0.00001531107,0.001143586,0.001180832,0.0005464278,0.0001145126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970847,0.00008303714,0.000009125139,0.001919137,0.0005716676,0.0001524317,0.00002415218,0.00005890812,0.0000967938],"genre_scores_gemma":[0.9988282,0.00001468576,0.0001323609,0.00003818691,0.0002139488,0.00009932633,0.0001755357,0.000001065461,0.0004967452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08055043,"threshold_uncertainty_score":0.9646876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099001572216424,"score_gpt":0.2677893473065197,"score_spread":0.2367993315843554,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}