{"id":"W7124840537","doi":"10.31604/jim.v9i4.2025.2277-2286","title":"Perencanaan Pembangunan Fasilitas Publik Berbasis Masyarakat: Studi Kasus Pembangunan Bendungan Seratak di Kabupaten Kotabaru","year":2025,"lang":"","type":"article","venue":"Jurnal Ilmiah Muqoddimah Jurnal Ilmu Sosial Politik dan Hummaniora","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Research method","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002446249,0.003420615,0.003031865,0.002066508,0.004332206,0.003470347,0.004691952,0.001091207,0.004926851],"category_scores_gemma":[0.0003391189,0.003522131,0.001939627,0.004201248,0.002231439,0.003737238,0.006144747,0.003734066,0.001317364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005105667,"about_ca_system_score_gemma":0.001526232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008026054,"about_ca_topic_score_gemma":0.005143931,"domain_scores_codex":[0.9796323,0.001030381,0.004669582,0.00423145,0.004492653,0.00594363],"domain_scores_gemma":[0.99159,0.0003478478,0.001815787,0.002830988,0.0005195431,0.002895893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003226475,0.0074919,0.4242187,0.002155222,0.005654444,0.004344566,0.01391818,0.0008603717,0.01218136,0.09383561,0.1449325,0.2871806],"study_design_scores_gemma":[0.006669495,0.001418329,0.7981625,0.001470291,0.001849708,0.0002404876,0.01238835,0.0009432588,0.002573184,0.003265714,0.1665412,0.004477463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7950758,0.003810031,0.0001835595,0.007620108,0.006762824,0.003223192,0.001164733,0.0005123761,0.1816473],"genre_scores_gemma":[0.9579559,0.001085043,0.0006391755,0.002388513,0.002122457,0.0002559982,0.0003136437,0.0003408038,0.03489847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3739438,"threshold_uncertainty_score":0.9994602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503904284952471,"score_gpt":0.2568141397194748,"score_spread":0.2417750968699501,"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."}}