{"id":"W3130564638","doi":"10.1002/fsh.10594","title":"Project Review Under Canada’s 2012 <i>Fisheries</i>  <i>Act</i>: Risky Business for Fisheries Protection","year":2021,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Wildlife Federation","funders":"","keywords":"Fishery; Business; Fisheries management; Fishing; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002404223,0.0003056569,0.0004238704,0.00001781133,0.0006761748,0.00007312636,0.0002329535,0.0001034718,0.003674356],"category_scores_gemma":[0.0003314301,0.0002901147,0.00008289384,0.0005203247,0.0003113939,0.0008141786,0.0003612957,0.0001625828,0.00004000172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469701,"about_ca_system_score_gemma":0.0002766261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1025574,"about_ca_topic_score_gemma":0.9033093,"domain_scores_codex":[0.9981537,0.0001010589,0.0003584105,0.0005603795,0.0003044101,0.0005220071],"domain_scores_gemma":[0.9992062,0.00007621604,0.0001660135,0.0003992676,0.00009328342,0.00005904372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003724691,0.00005821735,0.02125209,0.0007175118,0.00006931373,0.00001422176,0.00009089352,0.00001079344,0.00004433261,0.00004716987,0.9757082,0.001949988],"study_design_scores_gemma":[0.000261368,0.0000484075,0.1252457,0.000111428,0.00008766672,0.00001343751,0.000287917,0.000006398342,0.0002159143,0.0002976358,0.8731008,0.0003232775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03304046,0.008666888,0.006598657,0.4464387,0.007545575,0.01169094,0.0004811121,0.0009436409,0.484594],"genre_scores_gemma":[0.1102512,0.04645617,0.01258307,0.1849408,0.001453282,0.01598858,0.001434781,0.0005050846,0.6263871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.800752,"threshold_uncertainty_score":0.9999551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280419915551454,"score_gpt":0.2184286698230479,"score_spread":0.1956244706675333,"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."}}