{"id":"W7133276281","doi":"","title":"Yellowmouth rockfish stock assessment 2021","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":"Canadian Sport Centre Pacific","funders":"Fisheries and Oceans Canada; Ministry of Fisheries, New Zealand","keywords":"Stock assessment; Stock (firearms); Rockfish; Catch per unit effort; Population; Fishing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007068777,0.0005905404,0.0002217365,0.002174246,0.0003234183,0.0003768559,0.0006637416,0.0001977593,0.006270089],"category_scores_gemma":[0.0007817723,0.0002110041,0.0004434646,0.001223077,0.0000971595,0.0004843516,0.0006169451,0.0003025202,0.00271405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177592,"about_ca_system_score_gemma":0.002118723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1457418,"about_ca_topic_score_gemma":0.2878979,"domain_scores_codex":[0.9996293,0.00002016507,0.00003037755,0.0000389137,0.0002374081,0.00004385427],"domain_scores_gemma":[0.9992607,0.00001201158,0.00008918291,0.00002905447,0.00055337,0.00005571406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003641131,0.0002351714,0.7090989,0.0003009553,0.0002282385,0.000462805,0.0003330724,0.009714404,0.004540726,0.002121878,0.09437897,0.1782207],"study_design_scores_gemma":[0.00005036224,0.0002795469,0.8936144,0.0001310643,0.00007617363,0.0001890771,0.0004770246,0.01243907,0.002234297,0.0005529805,0.08991624,0.00003981269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6266379,0.0007671334,0.006612665,0.000479857,0.0001506409,0.00158833,0.2658828,0.0008324097,0.09704815],"genre_scores_gemma":[0.5379714,0.000822106,0.009280385,0.000206654,0.00003077095,0.001108825,0.4015887,0.00006747222,0.04892361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1457418,"threshold_uncertainty_score":0.289787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009136758486943423,"score_gpt":0.2478440618875995,"score_spread":0.2387073034006561,"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."}}