{"id":"W4292360003","doi":"10.3390/su14159655","title":"Stakeholder Perceptions Can Distinguish ‘Paper Parks’ from Marine Protected Areas","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Minderoo Foundation; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; Marisla Foundation; MAVA Foundation","keywords":"Stakeholder; Context (archaeology); Business; Fishing; Marine protected area; Government (linguistics); Local government; Environmental resource management; Public relations; Environmental planning; Political science; Geography; Public administration; Ecology","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":[0.004850429,0.0002548195,0.0002265659,0.00162466,0.001808327,0.003238482,0.0003755281,0.0009743534,0.005433062],"category_scores_gemma":[0.02250906,0.000125415,0.0002926758,0.001505082,0.002079103,0.00517036,0.004037817,0.001021948,0.0005452686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008996667,"about_ca_system_score_gemma":0.0006827553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625234,"about_ca_topic_score_gemma":0.004686693,"domain_scores_codex":[0.9936376,0.003784012,0.0004167088,0.0003348825,0.001267735,0.0005590679],"domain_scores_gemma":[0.9854554,0.008214375,0.002568015,0.0007674964,0.001401333,0.001593377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003954737,0.0002359588,0.4102021,0.0009855585,0.0001338936,0.001599974,0.396234,0.0004443251,0.006699264,0.02912398,0.01012115,0.1438243],"study_design_scores_gemma":[0.00002450151,0.0001888374,0.2915947,0.0006129492,0.00003935699,0.000749069,0.6320648,0.0008551615,0.0009036032,0.01430403,0.05855893,0.0001040623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355076,0.0004714714,0.004908711,0.003524968,0.00009421409,0.00009237306,0.000185964,0.00002500266,0.05518968],"genre_scores_gemma":[0.9982556,0.00009999208,0.0005632873,0.0003458059,0.00001127646,0.00002181471,0.00006835634,0.00001175438,0.0006221782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005433062,"threshold_uncertainty_score":0.02565187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158898931478787,"score_gpt":0.214641424829806,"score_spread":0.2030524355150181,"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."}}