{"id":"W2240920504","doi":"10.4103/0972-4923.164208","title":"Conservation Narratives and Their Implications in the Coral Triangle Initiative","year":2015,"lang":"en","type":"article","venue":"Conservation and Society","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Narrative; Documentation; Food security; Environmental resource management; Coral reef; Resilience (materials science); Political science; Sociology; Environmental planning; Geography; Fishery; Agriculture; Economics; Archaeology","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":[0.02772287,0.0005385489,0.0004003469,0.004698946,0.02383123,0.02368964,0.003038667,0.004349711,0.004395171],"category_scores_gemma":[0.05375008,0.0005223976,0.0003214022,0.01148217,0.03448586,0.02040847,0.01496196,0.0070356,0.0002074202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02189403,"about_ca_system_score_gemma":0.01939779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04878615,"about_ca_topic_score_gemma":0.06422482,"domain_scores_codex":[0.9782087,0.0160953,0.0009239489,0.0006658196,0.002661254,0.001444995],"domain_scores_gemma":[0.9275656,0.05601636,0.006760424,0.002582836,0.003887674,0.003187191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001996853,0.00001314809,0.00133229,0.0002205999,0.000004471557,0.0007469145,0.7647761,0.0001227966,0.00008663328,0.2159804,0.007430904,0.009265883],"study_design_scores_gemma":[0.000005286314,0.00001304114,0.001860073,0.001469013,0.000007328955,0.0004081159,0.7756599,0.0001527359,0.0001676485,0.02890051,0.1913233,0.00003300341],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.318365,0.0253126,0.005948063,0.2872292,0.001429673,0.0003204039,0.000420501,0.0000716045,0.360903],"genre_scores_gemma":[0.9735587,0.00964336,0.002245068,0.006813436,0.0001987021,0.0002993973,0.0001363168,0.0000688271,0.007036163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04878615,"threshold_uncertainty_score":0.1588531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07734651408920803,"score_gpt":0.2636075736396461,"score_spread":0.1862610595504381,"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."}}