{"id":"W7133281134","doi":"","title":"Assessment of St. Mary’s Bay Longhorn Sculpin (Myoxocephalus octodecemspinosus), 1999–2019","year":2022,"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":"Government of Canada; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Sculpin; Bycatch; Bay; Longhorn beetle; Groundfish; Fishing; Catch per unit effort; Dredging","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":[0.0002806444,0.0003373654,0.0001295492,0.001280847,0.0004578758,0.0004871018,0.0003965527,0.0003368802,0.001637495],"category_scores_gemma":[0.0005489317,0.0001566988,0.0002621808,0.0007862748,0.0002362441,0.0003614888,0.0006821937,0.0003268708,0.0006843056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456248,"about_ca_system_score_gemma":0.0009537975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1518433,"about_ca_topic_score_gemma":0.4294034,"domain_scores_codex":[0.9998457,0.00000491039,0.00001289395,0.00002398956,0.00008166269,0.00003081232],"domain_scores_gemma":[0.9994112,0.0000154058,0.0001641929,0.000009269907,0.0002547659,0.0001452229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009773549,0.00003499319,0.9797254,0.00009899777,0.00004703885,0.0009461359,0.0007538532,0.0002271863,0.005201925,0.00008126903,0.002362222,0.01042304],"study_design_scores_gemma":[9.376523e-7,0.00004332971,0.9962268,0.00001697041,0.000006120573,0.0001273139,0.0006546249,0.0001705858,0.0002287486,0.000008279477,0.002513174,0.000003066789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929583,0.0002942108,0.00009894378,0.0001576218,0.00001505673,0.00002261516,0.001731377,0.00001268172,0.004709256],"genre_scores_gemma":[0.9867355,0.0005746639,0.0003403389,0.0002016175,0.00001568851,0.0000461414,0.005726648,0.000008454812,0.006351021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8481567,"threshold_uncertainty_score":0.301919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00805875855416033,"score_gpt":0.25121548308343,"score_spread":0.2431567245292697,"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."}}