{"id":"W2566008338","doi":"10.22500/sodality.v4i3.14435","title":"PERUBAHAN KELEMBAGAAN DALAM PENGELOLAAN SUMBERDAYA LAUT TRADISIONAL (KASUS KELEMBAGAAN SASI DI KAIMANA)","year":2016,"lang":"en","type":"article","venue":"Sodality Jurnal Sosiologi Pedesaan","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Political science; Economic system; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001336218,0.0006326236,0.0005943911,0.0001244618,0.0007433502,0.0001505324,0.001138914,0.0002461072,0.006085049],"category_scores_gemma":[0.0001960381,0.0004333466,0.0003670437,0.0004279366,0.0007150978,0.0006490601,0.001346764,0.0004038787,0.001441151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006330382,"about_ca_system_score_gemma":0.00007429762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004718252,"about_ca_topic_score_gemma":0.001185499,"domain_scores_codex":[0.9950712,0.000352622,0.0008808229,0.001228592,0.001152898,0.001313878],"domain_scores_gemma":[0.9979881,0.0002621156,0.0003204357,0.0007890164,0.00003675764,0.0006035949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002344766,0.0004955641,0.8318491,0.00003218987,0.00009973053,0.0001045733,0.0004104671,0.00005563598,0.02126405,0.002950082,0.01311792,0.1293862],"study_design_scores_gemma":[0.001082485,0.000294875,0.9374481,0.00005145161,0.0000426341,0.00002437882,0.0001651594,0.00008431979,0.001223344,0.006424708,0.05236103,0.0007975613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433855,0.00006994684,0.0007837963,0.003740761,0.0005180284,0.0005594483,0.00005925724,0.0002897451,0.05059348],"genre_scores_gemma":[0.991946,0.0001489962,0.0007408681,0.0005062962,0.0002777971,0.00005756731,0.00005681972,0.00005278767,0.00621284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285887,"threshold_uncertainty_score":0.9998118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135060491790125,"score_gpt":0.2264170044739878,"score_spread":0.2129109552949753,"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."}}