{"id":"W4408587306","doi":"10.71128/e-gov.v2i3.122","title":"PERCEPATAN PERENCANAAN PEMBANGUNAN SEKTOR AIR MINUM DAN SANITASI DALAM DOKUMEN PERENCANAAN DAERAH","year":2024,"lang":"id","type":"article","venue":"Journal Education and Government Wiyata","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001056606,0.000524155,0.0003792216,0.00009401656,0.0008331713,0.001162669,0.0005560515,0.0001992821,0.008135431],"category_scores_gemma":[0.00006351576,0.0004651933,0.0002069686,0.0003144151,0.000300571,0.001165882,0.0003111899,0.0008876327,0.0005433765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003033319,"about_ca_system_score_gemma":0.0007820375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009527027,"about_ca_topic_score_gemma":0.0007267904,"domain_scores_codex":[0.9956235,0.0003965751,0.0008243737,0.0007867242,0.001687298,0.0006815739],"domain_scores_gemma":[0.9980807,0.00008200546,0.000316774,0.0005244596,0.0000338533,0.0009622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000152917,0.003264914,0.08364998,0.0008644051,0.0007214982,0.0001689743,0.07904322,0.00003836674,0.01364894,0.006743139,0.5699914,0.2417123],"study_design_scores_gemma":[0.0003674277,0.0003230914,0.3031819,0.0004176407,0.0002286001,0.0004668136,0.02389579,0.0003873444,0.0004187803,0.0002339343,0.6694816,0.0005971473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362272,0.004243993,0.0001343273,0.03043062,0.006135843,0.0005256311,0.0004055233,0.00006458993,0.02183224],"genre_scores_gemma":[0.9239144,0.00210833,0.0004322578,0.001878151,0.001174831,0.00002304588,0.00007581001,0.00004902521,0.07034409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2411151,"threshold_uncertainty_score":0.9998742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380504262620495,"score_gpt":0.280186864928375,"score_spread":0.26638182230217,"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."}}