{"id":"W2472554430","doi":"10.1093/cz/zow077","title":"Animated images in the analysis of zebrafish behavior","year":2016,"lang":"en","type":"article","venue":"Current Zoology","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Zebrafish; Stimulus (psychology); Ethology; Animal behavior; Neuroscience; Popularity; Behavioral neuroscience; Psychology; Behavioural sciences; Novelty; Behavioral analysis; Cognitive science; Cognitive psychology; Biology; Ecology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002890266,0.00007258681,0.0001434237,0.0001592454,0.00002137073,0.000004837383,0.0003850309,0.00007966969,0.0001257512],"category_scores_gemma":[0.0003166696,0.00004091141,0.00009196075,0.0005422271,0.0003153542,0.000002178947,0.0001003185,0.00006724327,0.00001466913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000944783,"about_ca_system_score_gemma":0.00004506277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001265783,"about_ca_topic_score_gemma":0.00009985622,"domain_scores_codex":[0.9990838,0.0001272091,0.0002048853,0.0002303383,0.0001372768,0.0002165375],"domain_scores_gemma":[0.9993567,0.00007494836,0.00006090595,0.0003852994,0.00007308145,0.00004905259],"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":[0.0000272514,0.000324076,0.08530181,0.000006376127,0.00009406976,0.000002126761,0.00002087526,3.58751e-7,0.8747993,0.0004410124,0.004765852,0.03421693],"study_design_scores_gemma":[0.0004764586,0.0001350195,0.921815,0.00000699345,0.0001776406,0.000003173061,0.00003232054,0.00001013973,0.05834282,0.0001500901,0.01875107,0.00009930596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968836,0.0004760022,0.001107869,0.0009890749,0.00004186629,0.0001902053,0.0001078801,0.000005277146,0.000198206],"genre_scores_gemma":[0.9992454,0.0002795457,0.00004503939,0.0000579309,0.0000365326,0.000153207,0.0001394801,0.000005099587,0.00003776236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8365132,"threshold_uncertainty_score":0.1668319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298069657984143,"score_gpt":0.3477872397502189,"score_spread":0.3248065431703775,"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."}}