{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002156067,0.0002136957,0.0003393922,0.0004635887,0.0003207117,0.0002365599,0.0001947331,0.0002934439,0.0007924055],"category_scores_gemma":[0.0005249255,0.0001565199,0.0002734428,0.0002245294,0.0006217832,0.0003142932,0.0003633908,0.000372708,0.00008753905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003325751,"about_ca_system_score_gemma":0.0002242128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002175393,"about_ca_topic_score_gemma":0.00650382,"domain_scores_codex":[0.9998798,0.00001259549,0.000009793631,0.00003663871,0.00003012215,0.00003093173],"domain_scores_gemma":[0.9998023,0.00001846941,0.00009568187,0.00001267287,0.00002742908,0.0000435002],"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":[0.0006990334,0.0001004499,0.2177249,0.0003455889,0.00007136453,0.001053176,0.0008362697,0.0001818559,0.7570131,0.0005105895,0.0006045512,0.02085899],"study_design_scores_gemma":[0.000007233898,0.0004195544,0.9862635,0.00004126158,0.0000351961,0.0003721867,0.0004566396,0.0004146542,0.01104039,0.0001921904,0.000730664,0.00002645313],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996892,0.0006017975,0.0009921411,0.0001632826,0.00002210591,0.00002376766,0.0002669699,0.00002449004,0.001013435],"genre_scores_gemma":[0.9971735,0.0005902937,0.001342224,0.0001395499,0.00001788302,0.00005609651,0.0002319922,0.000007996112,0.0004403719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002175393,"threshold_uncertainty_score":0.004325449,"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."}}