{"id":"W4391150755","doi":"10.31958/indev.v2i1.10107","title":"Community Empowerment Through Prohibited Fish Management","year":2023,"lang":"en","type":"article","venue":"Indev Literasi Media Dakwah dan Pengembangan Masyarakat","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fish <Actinopterygii>; Empowerment; Fishery; Business; Political science; Biology; Law","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":[0.001296661,0.0002777372,0.0001268171,0.0005882072,0.005471078,0.002141462,0.000641163,0.0007704022,0.009759035],"category_scores_gemma":[0.001560151,0.00009363735,0.0002367059,0.0003842677,0.004463996,0.001768766,0.006990371,0.001065204,0.0004871041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729935,"about_ca_system_score_gemma":0.003949117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004150633,"about_ca_topic_score_gemma":0.016314,"domain_scores_codex":[0.9984629,0.0008469679,0.00002613169,0.0001148568,0.0001700056,0.0003791445],"domain_scores_gemma":[0.9992462,0.000183147,0.0001170961,0.00003255914,0.00008507425,0.0003358891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001689599,0.001139725,0.04201783,0.0006880735,0.00004466033,0.003773348,0.3269698,0.0008736663,0.005354321,0.2158737,0.03725122,0.3658448],"study_design_scores_gemma":[0.00004928752,0.0003284514,0.03315523,0.0005910355,0.00002879454,0.0007104347,0.2517089,0.00081024,0.001603961,0.02863371,0.6823313,0.00004857853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5082926,0.001291742,0.005746095,0.02353889,0.0005046244,0.0002821131,0.00004424283,0.00007349482,0.4602261],"genre_scores_gemma":[0.9573084,0.0006414911,0.001863607,0.001047116,0.00008687211,0.0001112123,0.00002182898,0.00001189351,0.03890761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009759035,"threshold_uncertainty_score":0.03264725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000073227507639,"score_gpt":0.2442014925197452,"score_spread":0.2242007602446688,"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."}}