{"id":"W2046901261","doi":"10.17730/humo.72.4.b34794j6u00m0545","title":"The Making of Environmental Subjectivity in Managing Marine Protected Areas: A Case Study from Southeast Cebu","year":2013,"lang":"en","type":"article","venue":"Human Organization","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Subjectivity; Flexibility (engineering); Marine protected area; Environmental planning; Environmental resource management; Sociology; Geography; Ecology; Management; Economics; Epistemology","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":[0.003575543,0.0005040089,0.0004617141,0.001297843,0.01456,0.00285114,0.001693129,0.002003874,0.002138859],"category_scores_gemma":[0.004936305,0.0004054971,0.0002041946,0.001302979,0.007228468,0.0022127,0.004395115,0.001823553,0.0001737504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003828481,"about_ca_system_score_gemma":0.002924864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02943716,"about_ca_topic_score_gemma":0.1158225,"domain_scores_codex":[0.9966473,0.002462463,0.0000671003,0.0001341248,0.0001765429,0.0005124107],"domain_scores_gemma":[0.997223,0.001561781,0.0003854278,0.0001534339,0.0001788375,0.0004976366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004192749,0.0002733979,0.01962339,0.0000960871,0.000007828169,0.01386063,0.9505266,0.0001348394,0.001416533,0.003355391,0.0003560803,0.01030739],"study_design_scores_gemma":[0.000004789701,0.00009799728,0.006936476,0.00006107878,0.000005498452,0.001474648,0.9852818,0.0001654724,0.0003984595,0.0003044285,0.005260701,0.000008701762],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965594,0.00009002355,0.0003342433,0.0003517275,0.000004530268,0.00003525036,0.000005793693,0.000002886834,0.002616167],"genre_scores_gemma":[0.9979289,0.0002096438,0.0006020163,0.00007962823,0.000004039437,0.00002958227,0.000006270004,0.000005455225,0.001134532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02943716,"threshold_uncertainty_score":0.05853164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008641400296290843,"score_gpt":0.1857698515808677,"score_spread":0.1771284512845769,"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."}}