{"id":"W2888400475","doi":"10.3390/ani8090152","title":"Is Heightened-Shoaling a Good Candidate for Positive Emotional Behavior in Zebrafish?","year":2018,"lang":"en","type":"article","venue":"Animals","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Killam Trusts; Center for Alternatives to Animal Testing, Johns Hopkins Bloomberg School of Public Health","keywords":"Shoaling and schooling; Zebrafish; Fish <Actinopterygii>; Animal behavior; Baseline (sea); Psychology; Ecology; Biology; Fishery; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002109304,0.0001031014,0.0001061982,0.00006142872,0.00009874113,0.00002646934,0.0001983793,0.0001268546,0.0001331898],"category_scores_gemma":[0.0001468933,0.0001003296,0.00007045217,0.0001425279,0.0002031323,0.000004386891,0.0000977415,0.00006436288,0.00004781684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000248022,"about_ca_system_score_gemma":0.0001243144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007168931,"about_ca_topic_score_gemma":0.0002035489,"domain_scores_codex":[0.9989367,0.00002800104,0.0001818172,0.000360483,0.0001620383,0.0003310367],"domain_scores_gemma":[0.9993975,0.00002789789,0.00004215092,0.000210387,0.000190326,0.0001318055],"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":[0.0001277111,0.0001467287,0.004078097,0.000008482505,0.00003259579,0.000002796738,0.00004792813,7.407441e-8,0.9842029,0.0013988,0.008202796,0.001751122],"study_design_scores_gemma":[0.001030896,0.001192341,0.1230945,0.00002678074,0.00001869252,0.00001257147,0.00004612136,0.0001068075,0.8224511,0.001245241,0.05053433,0.000240593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927225,0.0001364785,0.002547202,0.001999075,0.00003840709,0.0006181247,0.0004627883,0.00001131911,0.00146415],"genre_scores_gemma":[0.9957235,0.00002649048,0.002021074,0.0009020868,0.0003899107,0.0003262481,0.0002692154,0.00001914898,0.0003222759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1617517,"threshold_uncertainty_score":0.4091323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024563603598001,"score_gpt":0.3356505467799858,"score_spread":0.3154049107440058,"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."}}