{"id":"W2736421403","doi":"10.1111/nyas.13428","title":"A novel framework for analyzing conservation impacts: evaluation, theory, and marine protected areas","year":2017,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Socio-Environmental Synthesis Center; Luc Hoffmann Institute; National Science Foundation","keywords":"Marine protected area; Marine conservation; Corporate governance; Environmental resource management; Documentation; Resource (disambiguation); Ecological systems theory; Business; Environmental planning; Management science; Ecology; Computer science; Geography; Economics","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":[0.04468074,0.003345528,0.003972821,0.01960212,0.001707783,0.01068342,0.005648188,0.006437456,0.0031616],"category_scores_gemma":[0.04173774,0.001036974,0.002684643,0.01889804,0.02421717,0.01461986,0.006062646,0.007795342,0.0005758282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01505129,"about_ca_system_score_gemma":0.01835299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042868,"about_ca_topic_score_gemma":0.01142718,"domain_scores_codex":[0.9606038,0.02771079,0.002978909,0.00206639,0.006116281,0.0005238741],"domain_scores_gemma":[0.9552735,0.03763532,0.00202996,0.00162826,0.002991531,0.0004414061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001744502,0.00004619635,0.0003990014,0.009841185,0.0002072896,0.00008066828,0.0008629903,0.002737004,0.0001125116,0.8190465,0.005791302,0.1608579],"study_design_scores_gemma":[0.00003082755,0.00006836371,0.0008450145,0.01925709,0.0002491747,0.0002212635,0.001104788,0.002635544,0.0001916043,0.7789868,0.1963381,0.00007141821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008675231,0.7953612,0.1496126,0.02586084,0.001315031,0.0006830365,0.0002870174,0.0000945268,0.02591818],"genre_scores_gemma":[0.07051506,0.7154986,0.1960514,0.008726195,0.001770014,0.004252305,0.0003399904,0.00007794041,0.002768497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04468074,"threshold_uncertainty_score":0.2362972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2567042430026682,"score_gpt":0.4255353106127018,"score_spread":0.1688310676100336,"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."}}