{"id":"W6957760157","doi":"10.60692/4d0d8-2b962","title":"Functional convergence of genomic and transcriptomic architecture underlies schooling behaviour in a live-bearing fish","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Guppy; Genetic architecture; Heritability; Replicate; Function (biology); Selection (genetic algorithm); Convergence (economics); Big Five personality traits; Range (aeronautics); Quantitative genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001259364,0.0001716764,0.0002118131,0.0005544794,0.000239582,0.0002580519,0.0001338115,0.0002396745,0.001299601],"category_scores_gemma":[0.0002682306,0.0001745984,0.0001961621,0.0003101924,0.0003638028,0.0001393323,0.0003919799,0.0003513932,0.0001617772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796922,"about_ca_system_score_gemma":0.0001318393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836203,"about_ca_topic_score_gemma":0.00341202,"domain_scores_codex":[0.999877,0.000008581226,0.000005851419,0.00006378812,0.00002293673,0.00002192206],"domain_scores_gemma":[0.9997589,0.00004962038,0.0001057296,0.00002177413,0.00002641881,0.0000375487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001008623,0.00001045835,0.02186019,0.00002585104,0.00003470896,0.00006584011,0.00008916614,0.0001129541,0.9762867,0.00006690762,0.00003908557,0.00130714],"study_design_scores_gemma":[0.000004911023,0.00004983232,0.9848226,0.000003278486,0.0000307537,0.0001204101,0.0001005386,0.0008559624,0.01367611,0.00009664136,0.0002308094,0.000008173341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981738,0.00005686771,0.0008935995,0.00002490741,0.000002358724,0.000003536316,0.0006326868,0.00001937005,0.0001927143],"genre_scores_gemma":[0.9980464,0.00002982576,0.0006645334,0.00004317097,0.000003025366,0.00001570652,0.0005446859,0.00001800405,0.0006346076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001836203,"threshold_uncertainty_score":0.004347563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216275824506046,"score_gpt":0.1985832222173115,"score_spread":0.1564204639722511,"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."}}