{"id":"W2750948712","doi":"10.3389/fmars.2017.00279","title":"Measuring MPAs in Continental North America: How Well Protected Are the Ocean Estates of Canada, Mexico, and the USA?","year":2017,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Parks and Wilderness Society","funders":"Waitt Foundation; Gordon and Betty Moore Foundation","keywords":"Marine protected area; Convention on Biological Diversity; Continental shelf; Geography; Marine conservation; Biodiversity; Overexploitation; Fishery; Environmental resource management; Environmental protection; Oceanography; Environmental science; Ecology; Habitat; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001480817,0.0002927411,0.0002416958,0.003588429,0.002376174,0.00161093,0.0009378681,0.0002928134,0.001096136],"category_scores_gemma":[0.00587192,0.0001470457,0.0001957533,0.007001667,0.001262493,0.001169482,0.001250579,0.0005488885,0.00009890701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008110553,"about_ca_system_score_gemma":0.01083853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9462093,"about_ca_topic_score_gemma":0.981503,"domain_scores_codex":[0.9989812,0.0001080611,0.0000690737,0.0001645549,0.0004296851,0.0002474691],"domain_scores_gemma":[0.9933316,0.0005681028,0.001479822,0.0002280284,0.003507625,0.0008847803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001335919,0.00001197644,0.9842606,0.00004413991,0.00003621586,0.00006001569,0.001577664,0.0001460623,0.0001358558,0.0002968274,0.001918721,0.01149864],"study_design_scores_gemma":[8.870041e-7,0.000004761973,0.9919777,0.00003499343,0.00001545955,0.0000223725,0.004114605,0.0001243108,0.00005566167,0.00003635425,0.003607378,0.000005381828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781172,0.001453703,0.0005211997,0.0009791153,0.00002504678,0.0000771245,0.00546513,0.00002262715,0.01333891],"genre_scores_gemma":[0.992111,0.001203878,0.001520607,0.0001893331,0.00001129607,0.0000636617,0.003592925,0.000008665562,0.00129847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05379069,"threshold_uncertainty_score":0.1082149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007224428999783293,"score_gpt":0.1731628232084747,"score_spread":0.1659383942086914,"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."}}