{"id":"W4386087241","doi":"10.1016/j.mex.2023.102342","title":"Innate colour preference in zebrafish (Danio rerio)","year":2023,"lang":"en","type":"article","venue":"MethodsX","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Women and Children’s Health Research Institute; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Danio; Zebrafish; Preference; Biology; Biochemistry; Mathematics","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":[0.0001626973,0.0002245827,0.0001502262,0.000271427,0.0001672421,0.0001594669,0.0001460364,0.0001783228,0.002202186],"category_scores_gemma":[0.0001810307,0.0001402536,0.0002409255,0.0000798538,0.0002914428,0.0001807523,0.00026798,0.0005341473,0.0004787497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004538716,"about_ca_system_score_gemma":0.0002597774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336739,"about_ca_topic_score_gemma":0.007340321,"domain_scores_codex":[0.9998704,0.000009803845,0.00001102322,0.00003500828,0.00004605936,0.0000278066],"domain_scores_gemma":[0.9998924,0.0000101551,0.00003740938,0.000008028327,0.00002619897,0.00002576799],"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":[0.00005547562,0.000009429205,0.0006487886,0.00002836481,0.000001880112,0.00002268566,0.00003014423,0.00001689839,0.9980606,0.00004844908,0.00006434917,0.00101288],"study_design_scores_gemma":[0.00004847412,0.00190964,0.2152999,0.00004436064,0.00005542548,0.0007158776,0.000195053,0.0007069984,0.7766093,0.0002592395,0.004086439,0.00006931192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923516,0.0006099755,0.003213781,0.0001228535,0.00003496041,0.00004787594,0.001197121,0.0001028803,0.002318866],"genre_scores_gemma":[0.9789622,0.0008195248,0.006693131,0.0003097505,0.00001382689,0.0002246513,0.001217849,0.00007353305,0.01168558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003336739,"threshold_uncertainty_score":0.007367015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06636122750815235,"score_gpt":0.3801689230834921,"score_spread":0.3138076955753398,"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."}}