{"id":"W7133278931","doi":"","title":"An assessment of the American Lobster (Homarus americanus) stock status in Newfoundland (LFAs 3–14C)","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":"Government of Canada; Fisheries and Oceans Canada","funders":"","keywords":"Fishing; Stock (firearms); Shore; Stock assessment; American lobster; Commercial fishing; Fisheries management","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004759623,0.0001979697,0.0001311996,0.001784719,0.0005514238,0.0005936326,0.0004507831,0.000197696,0.0016375],"category_scores_gemma":[0.0007287237,0.0001330093,0.0002051129,0.001278798,0.0002272162,0.0004007077,0.0004470268,0.000238619,0.000489302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00399889,"about_ca_system_score_gemma":0.00218775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7984594,"about_ca_topic_score_gemma":0.9348071,"domain_scores_codex":[0.9997568,0.00001192798,0.0000245118,0.00003899888,0.00008339731,0.00008433354],"domain_scores_gemma":[0.998687,0.00004525323,0.0003396463,0.0000309006,0.0006927191,0.0002045076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003173477,0.00002207983,0.989394,0.00002176922,0.00002511892,0.00008681865,0.0002784,0.0001506989,0.0004348702,0.00003808855,0.002375519,0.007140899],"study_design_scores_gemma":[7.361556e-7,0.00001648848,0.9983126,0.00001284926,0.000006842458,0.00002931002,0.0003293512,0.0001095535,0.00005794431,0.000003009615,0.001118949,0.000002369758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853435,0.0002542481,0.000151505,0.0001449003,0.00001579904,0.00005590306,0.009423751,0.00001887212,0.004591438],"genre_scores_gemma":[0.9819241,0.0004118691,0.0006529322,0.0001215868,0.00001197567,0.00007401475,0.01082131,0.000006150418,0.005976064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2015406,"threshold_uncertainty_score":0.405455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096824941749359,"score_gpt":0.2879085940075295,"score_spread":0.2769403445900359,"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."}}