{"id":"W6885090379","doi":"10.13140/rg.2.2.22366.72008","title":"Canadian Science Advisory Secretariat (CSAS) Design Strategies for the Scotian Shelf Bioregional Marine Protected Area Network","year":2021,"lang":"en","type":"article","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Marine protected area; Protected area; Work (physics); Advisory committee","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008060188,0.0005741809,0.0003065951,0.002633231,0.004728905,0.004990965,0.001695706,0.00195618,0.0346267],"category_scores_gemma":[0.01196385,0.0005754207,0.0004520335,0.002335577,0.0007381873,0.001248726,0.001584549,0.001462785,0.003644795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03851464,"about_ca_system_score_gemma":0.1833947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9231336,"about_ca_topic_score_gemma":0.9758899,"domain_scores_codex":[0.9941351,0.0007035161,0.0001989875,0.0002682935,0.003631685,0.001062384],"domain_scores_gemma":[0.9702451,0.001320737,0.0006316078,0.0005935588,0.02346997,0.003739029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002109876,0.0001927903,0.02409066,0.0002510032,0.0000401951,0.0002219781,0.0007119323,0.006439573,0.004730607,0.03073575,0.8179324,0.114442],"study_design_scores_gemma":[0.00008305195,0.0001175836,0.03966235,0.0003048347,0.00005392951,0.00005051769,0.001540688,0.00885955,0.001593403,0.002544979,0.9451324,0.00005659688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07321715,0.002165147,0.02160865,0.1156015,0.003507814,0.00760059,0.0200785,0.001156545,0.7550641],"genre_scores_gemma":[0.2082101,0.002461842,0.053058,0.0160096,0.0003321916,0.001573579,0.008919535,0.0004290513,0.7090062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07686645,"threshold_uncertainty_score":0.2794446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926024637166907,"score_gpt":0.2041635840349028,"score_spread":0.1849033376632338,"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."}}