{"id":"W2564784720","doi":"10.24198/share.v4i1.12987","title":"KEHIDUPAN SUKU LAUT DI BATAM: SEBUAH FENOMENA KEBIJAKAN PEMBANGUNAN DI PULAU BERTAM KOTA BATAM","year":2014,"lang":"id","type":"article","venue":"Share Social Work Journal","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001531347,0.0008481147,0.0008023324,0.0002109772,0.003614797,0.00133367,0.001584654,0.0003566459,0.03132093],"category_scores_gemma":[0.0001773738,0.0008355823,0.0005644753,0.001397273,0.000514121,0.0008839062,0.001915729,0.001433824,0.004789484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084329,"about_ca_system_score_gemma":0.0001176892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001804374,"about_ca_topic_score_gemma":0.0007319437,"domain_scores_codex":[0.9936689,0.0004993457,0.001127806,0.0009915103,0.001807404,0.001905062],"domain_scores_gemma":[0.9975722,0.000136208,0.0007735877,0.0005244075,0.00007447904,0.0009191309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002917907,0.0008016347,0.3825734,0.0001513465,0.0005478574,0.000246662,0.01266152,0.0001174631,0.0003034899,0.0007665312,0.2789082,0.3226301],"study_design_scores_gemma":[0.001230316,0.0001896205,0.6944263,0.0002880683,0.0001375023,0.00002120675,0.001366985,0.00008662719,0.00004304033,0.001019082,0.3001249,0.001066419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7289512,0.001191171,0.001149519,0.01532706,0.007165414,0.001690451,0.0002328648,0.0003235039,0.2439689],"genre_scores_gemma":[0.9380698,0.0002303294,0.0001781277,0.0005994079,0.002603157,0.00002726124,0.0001618774,0.0001225039,0.05800753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3215637,"threshold_uncertainty_score":0.999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189165968771977,"score_gpt":0.2210111831580078,"score_spread":0.2091195234702881,"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."}}