{"id":"W4210762817","doi":"10.29244/haj.2.1.55","title":"Pendekatan sosio-spasial masyarakat pesisir dalam pemanfaatan zona perikanan tangkap nelayan di Kabupaten Morotai, Maluku Utara","year":2022,"lang":"id","type":"article","venue":"Habitus Aquatica","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Political science; Humanities; Art","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00124122,0.001118448,0.001192325,0.0002130843,0.002039635,0.0004532593,0.002111786,0.0002640013,0.07239477],"category_scores_gemma":[0.0001429974,0.001175657,0.0006173412,0.0009154686,0.000539161,0.0005256202,0.004293716,0.001323511,0.005609508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261733,"about_ca_system_score_gemma":0.0002484059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005506843,"about_ca_topic_score_gemma":0.002684916,"domain_scores_codex":[0.9907694,0.0009730059,0.001482288,0.002040106,0.002680902,0.002054323],"domain_scores_gemma":[0.9960634,0.0002714607,0.0006479921,0.002044301,0.00003823422,0.00093462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002527626,0.01101729,0.6149267,0.002335704,0.001660032,0.008021381,0.02242008,0.01107727,0.04353186,0.02811848,0.1014915,0.152872],"study_design_scores_gemma":[0.006310183,0.005522373,0.1813255,0.0002939159,0.001122822,0.001107578,0.01590396,0.1302985,0.001881438,0.002867572,0.6470324,0.006333763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7770417,0.0009101224,0.0004520401,0.003645787,0.002915969,0.003070475,0.0006821728,0.0003619271,0.2109197],"genre_scores_gemma":[0.9505502,0.0001093581,0.0002558459,0.0004419096,0.0004471947,0.0005459266,0.00028165,0.0001915842,0.04717633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5455409,"threshold_uncertainty_score":0.9992596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008327767629882,"score_gpt":0.2054558641399549,"score_spread":0.1953725864636561,"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."}}