{"id":"W2060583927","doi":"10.1111/faf.12058","title":"A framework for evaluating management plans comprehensively","year":2013,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Stock (firearms); Fisheries management; Pleuronectes; Management by objectives; Plan (archaeology); Fishery; Business; Sustainability; Stock assessment; Environmental resource management; Fishing; Environmental planning; Fish <Actinopterygii>; Geography; Ecology; Economics; Marketing","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":[0.04435192,0.003754714,0.002252058,0.01016555,0.0024982,0.01080675,0.004760016,0.003727997,0.01069484],"category_scores_gemma":[0.06669401,0.00146064,0.002943297,0.005320922,0.005772762,0.0104719,0.005829494,0.003208189,0.0008804104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01212727,"about_ca_system_score_gemma":0.01539582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246618,"about_ca_topic_score_gemma":0.01965499,"domain_scores_codex":[0.9613831,0.02306168,0.00292749,0.001933222,0.009123727,0.001570747],"domain_scores_gemma":[0.9647034,0.01999626,0.003683032,0.002303626,0.008251037,0.001062638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000485727,0.000162059,0.001637428,0.0003972197,0.0002152692,0.0002805835,0.0004845744,0.5318494,0.000521306,0.4058721,0.002720901,0.05581064],"study_design_scores_gemma":[0.00009867361,0.0003400001,0.0006276011,0.0009642062,0.0001491718,0.0001182462,0.0007741994,0.5334523,0.0007368191,0.4413818,0.02126176,0.00009510703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01280229,0.001114642,0.938479,0.002454017,0.0001030548,0.001643612,0.0006630564,0.0004606865,0.04227955],"genre_scores_gemma":[0.1617103,0.00086968,0.831343,0.0002366602,0.00008022488,0.002324497,0.0007283112,0.00010343,0.002603924],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04435192,"threshold_uncertainty_score":0.2345582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04479228916864724,"score_gpt":0.2908613408279271,"score_spread":0.2460690516592799,"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."}}