{"id":"W2522458587","doi":"10.12962/j24433527.v9i1.1278","title":"PENGEMBANGAN DAN PEMANFAATAN SUMBER DAYA AIR RAMAH LINGKUNGAN (Studi Kasus Air Bersih di Umbulan Pasuruan)","year":2016,"lang":"id","type":"article","venue":"Jurnal Sosial Humaniora","topic":"Environmental Engineering and Cultural Studies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Forestry; 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","sts"],"consensus_categories":[],"category_scores_codex":[0.0004643052,0.0009811163,0.0008934233,0.0001290928,0.001519429,0.0003069557,0.001710698,0.0003119005,0.00006822985],"category_scores_gemma":[0.00006679345,0.000713956,0.0005427933,0.0003813029,0.0005169633,0.0009478648,0.001295778,0.0007618108,0.0007321097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005504774,"about_ca_system_score_gemma":0.00006197994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002153749,"about_ca_topic_score_gemma":0.0002465108,"domain_scores_codex":[0.9949338,0.000206379,0.0008841035,0.001324217,0.00121934,0.001432165],"domain_scores_gemma":[0.9977289,0.0001528257,0.000406915,0.001005055,0.0001233715,0.000582894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001484929,0.009338812,0.1264521,0.002496685,0.00966722,0.006287798,0.08628934,0.003170121,0.3247936,0.08553873,0.1155412,0.2289394],"study_design_scores_gemma":[0.007659652,0.003744215,0.6915708,0.002721594,0.0008655917,0.0004890605,0.002930327,0.0007158336,0.0223193,0.000406793,0.2608114,0.005765523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729732,0.004637623,0.00427816,0.005407901,0.005006742,0.0008025251,0.000064194,0.0007094454,0.006120205],"genre_scores_gemma":[0.9887133,0.0007374497,0.0002391199,0.0003520695,0.002252323,0.00003656972,0.00001337107,0.0001027567,0.007553042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5651187,"threshold_uncertainty_score":0.9997805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485207149002317,"score_gpt":0.2208323174570425,"score_spread":0.2059802459670193,"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."}}