{"id":"W2954406100","doi":"10.1007/s10695-019-00679-6","title":"Repeatability of burst swimming performance in medaka (Oryzias latipes)","year":2019,"lang":"en","type":"article","venue":"Fish Physiology and Biochemistry","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"University of Winnipeg","keywords":"Repeatability; Oryzias; Biology; Fish <Actinopterygii>; Animal science; Intraclass correlation; Fishery; Statistics; Reproducibility; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002230152,0.000132079,0.0001703352,0.0005003015,0.0001973061,0.0001882497,0.0001951437,0.0002104392,0.0008590496],"category_scores_gemma":[0.0007877714,0.0001909992,0.0001195352,0.0001551964,0.0002646294,0.0002099379,0.0003144823,0.0001967034,0.0002060296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457703,"about_ca_system_score_gemma":0.0001314128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373933,"about_ca_topic_score_gemma":0.008282988,"domain_scores_codex":[0.9998043,0.0000320852,0.00001595962,0.00008770162,0.00003023851,0.00002962815],"domain_scores_gemma":[0.9992971,0.0001340937,0.0002798775,0.00009658824,0.00009742073,0.00009487772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004904087,0.0001185882,0.8016695,0.00002449229,0.00009062955,0.00008275462,0.0006139456,0.0001377687,0.1908107,0.00005814164,0.0001311607,0.00577189],"study_design_scores_gemma":[0.00000142206,0.0001102982,0.9988104,6.080988e-7,0.00000613138,0.00003528359,0.00005676256,0.00008028283,0.0008561322,0.000006926871,0.00003374695,0.000002044613],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997285,0.00001280419,0.00008146124,0.000003658507,0.000001362281,0.000001858277,0.00005850291,0.000004249223,0.0001077401],"genre_scores_gemma":[0.9994491,0.000008720818,0.0001186883,0.00000947419,0.000001948914,0.000009275918,0.000123255,0.000003652793,0.0002759806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00373933,"threshold_uncertainty_score":0.007435143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00427721586054384,"score_gpt":0.1872054788310531,"score_spread":0.1829282629705093,"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."}}