{"id":"W7133269049","doi":"","title":"Arrowtooth Flounder Assessment 2021","year":2023,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Maximum sustainable yield; Flatfish; Stock assessment; Flounder; Fishing; Percentile; Point estimation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081305,0.0004393055,0.0001712001,0.002106025,0.0004223553,0.0005141596,0.000626636,0.0003486244,0.006533227],"category_scores_gemma":[0.001355424,0.000143684,0.0002654507,0.0006317469,0.0001531953,0.0005936479,0.0005982817,0.0003048289,0.001978029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518479,"about_ca_system_score_gemma":0.001653885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1564143,"about_ca_topic_score_gemma":0.3752338,"domain_scores_codex":[0.9995105,0.00003448735,0.00002697637,0.00005013598,0.0003179726,0.00005991822],"domain_scores_gemma":[0.9983106,0.00003594473,0.0001575116,0.00003211263,0.00133195,0.0001319216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003872887,0.0001464533,0.7867676,0.0001256517,0.00009322658,0.0002861076,0.0002465141,0.003398913,0.002553914,0.001233793,0.05514532,0.1496153],"study_design_scores_gemma":[0.00003428301,0.0002991599,0.9158378,0.0001332566,0.00005285746,0.0001556281,0.0005927323,0.010006,0.0015515,0.0004599899,0.07084537,0.00003141695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7796526,0.0006081882,0.007356393,0.0006304769,0.0001645125,0.001383246,0.07734786,0.0004441502,0.1324126],"genre_scores_gemma":[0.8052308,0.0006001921,0.01164896,0.0003831084,0.00004231988,0.0006805602,0.1109462,0.00008356536,0.07038423],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8435857,"threshold_uncertainty_score":0.3110077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091695645752247,"score_gpt":0.2589145315275468,"score_spread":0.2479975750700243,"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."}}