{"id":"W2963967106","doi":"10.3389/fnbeh.2019.00180","title":"An Automated Assay System to Study Novel Tank Induced Anxiety","year":2019,"lang":"en","type":"article","venue":"Frontiers in Behavioral Neuroscience","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Yale-NUS College","keywords":"Zebrafish; Fish <Actinopterygii>; Anxiogenic; Anxiety; Environmental science; Computer science; Pipeline (software); Acclimatization; Biology; Fishery; Ecology; Anxiolytic; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002344911,0.001907151,0.001658488,0.002902875,0.0007598233,0.001021074,0.001874245,0.001521247,0.01088218],"category_scores_gemma":[0.00236546,0.0009554587,0.001361115,0.001048849,0.0006497041,0.0008939089,0.001812376,0.002183182,0.009020573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006321107,"about_ca_system_score_gemma":0.001578177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146962,"about_ca_topic_score_gemma":0.00225203,"domain_scores_codex":[0.995295,0.0005104331,0.0004349044,0.001091826,0.002378677,0.0002892306],"domain_scores_gemma":[0.9979962,0.0003726477,0.0003283826,0.0003779316,0.0007266516,0.0001981862],"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":[0.0003524102,0.0003361032,0.002364997,0.0006974475,0.0001325448,0.0001361854,0.0001286905,0.0005670128,0.9430605,0.001130425,0.01144114,0.03965246],"study_design_scores_gemma":[0.0001769932,0.00233093,0.01711444,0.0002285638,0.0004339067,0.0009903829,0.00009617478,0.01363223,0.8489209,0.001832126,0.1139098,0.0003334259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05260833,0.00231278,0.8704691,0.0006009997,0.001314423,0.004377749,0.02337012,0.03628516,0.008661365],"genre_scores_gemma":[0.1104202,0.0039531,0.7813458,0.001500601,0.0004911771,0.02812812,0.04176101,0.003419135,0.02898082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088218,"threshold_uncertainty_score":0.03640449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408061465898719,"score_gpt":0.3500966293487161,"score_spread":0.3260160146897289,"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."}}