{"id":"W3135626237","doi":"10.1101/2021.03.05.434157","title":"Novel regulators of growth identified in the evolution of fin proportion in flying fish","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft; National Oceanic and Atmospheric Administration; National Institutes of Health; National Science Foundation","keywords":"Biology; Epistasis; Evolutionary biology; Trait; Genetics; Zebrafish; Gene; Computational biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001759401,0.0002383957,0.0001929183,0.0006483112,0.0002816823,0.0002118092,0.0002448444,0.0002944022,0.001160051],"category_scores_gemma":[0.0002231973,0.0002175631,0.000309371,0.000272388,0.0003483148,0.0001485221,0.0005213356,0.0003958543,0.000157907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000299867,"about_ca_system_score_gemma":0.000258525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572287,"about_ca_topic_score_gemma":0.004356912,"domain_scores_codex":[0.9998664,0.00001116471,0.00000901307,0.00005519753,0.00003524074,0.00002296832],"domain_scores_gemma":[0.9997999,0.00003690165,0.00007983834,0.00002052302,0.00002544622,0.00003734956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006979278,0.000006227103,0.01106132,0.0000206476,0.00001524082,0.00009175506,0.00004637099,0.0001054095,0.987074,0.0001222184,0.00001761784,0.00136932],"study_design_scores_gemma":[0.00001083431,0.0001621611,0.944782,0.00001012943,0.00005152861,0.000490083,0.000156076,0.002200249,0.05122109,0.0002031676,0.0006944299,0.00001819458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980135,0.0001099263,0.001295205,0.00002435707,0.000002499762,0.00000454336,0.0001823571,0.0000304565,0.0003371994],"genre_scores_gemma":[0.9980412,0.00005352296,0.001094737,0.00004456761,0.000002326944,0.000008404952,0.0002097506,0.00001302567,0.0005323786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002572287,"threshold_uncertainty_score":0.005114675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581768167326473,"score_gpt":0.2191154170990203,"score_spread":0.2032977354257555,"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."}}