{"id":"W4377230530","doi":"10.34001/ces.03012023.5","title":"Analisis Ketersediaan Air Upaya Pemenuhan Kebutuhan Air Bersih di Desa Tinawun Kecamatan Malo Kabupaten Bojonegoro","year":2023,"lang":"id","type":"article","venue":"Jurnal Civil Engineering Study","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Environmental science; Humanities; Physics; Geography; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001064485,0.0008912424,0.0007260851,0.0006447944,0.0005481828,0.0002146589,0.001049241,0.0001545298,0.0009669132],"category_scores_gemma":[0.00007961793,0.0009355685,0.0003164902,0.002250563,0.0001029846,0.0005926325,0.002078886,0.0006184131,0.002180005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007600287,"about_ca_system_score_gemma":0.00004128787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00056662,"about_ca_topic_score_gemma":0.001338503,"domain_scores_codex":[0.9945567,0.0001178924,0.0009376297,0.00116827,0.001622121,0.001597385],"domain_scores_gemma":[0.9981849,0.0001306265,0.0002487908,0.000828887,0.000036565,0.0005702007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001651253,0.001400592,0.905503,0.0003809869,0.001122804,0.001710239,0.01293319,0.04804957,0.00274401,0.00005175923,0.01991973,0.006018943],"study_design_scores_gemma":[0.001411784,0.0006813813,0.9778098,0.000163322,0.0002469262,0.00001473099,0.004613039,0.007280783,0.000237802,0.00001208717,0.006421303,0.001106993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903304,0.00009725943,0.000508037,0.0005434515,0.001815642,0.00128024,0.00005892336,0.000660564,0.004705481],"genre_scores_gemma":[0.9951,0.0001462926,0.00009309964,0.00008331037,0.000330822,0.0001250015,0.0000582878,0.0001472042,0.003915935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07230679,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001033222461163,"score_gpt":0.2108340543235809,"score_spread":0.2008237220989693,"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."}}