{"id":"W2800044220","doi":"10.24967/teksis.v2i1.58","title":"PENGEMBANGAN SISTEM PENYEDIAAN AIR BERSIH DI KAWASAN PERUMAHAN GREEN KEMILING KECAMATAN KEMILING","year":2017,"lang":"id","type":"article","venue":"TEKNIKA SAINS Jurnal Ilmu Teknik","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Humanities; Environmental science; 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","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001154206,0.001493437,0.001454336,0.001149432,0.00321133,0.0006376785,0.003157862,0.001258799,0.00008933181],"category_scores_gemma":[0.0006288042,0.00170033,0.0006784358,0.0007688765,0.0006998703,0.001108975,0.0008449971,0.00369708,0.0005956498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009696349,"about_ca_system_score_gemma":0.0002806835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005561573,"about_ca_topic_score_gemma":0.00052304,"domain_scores_codex":[0.9937329,0.0001036131,0.001693571,0.001313038,0.0009066472,0.002250224],"domain_scores_gemma":[0.9943665,0.0002655553,0.0007712929,0.003507911,0.0004236349,0.0006651101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004745127,0.002715073,0.09534735,0.01506494,0.0116209,0.006629483,0.01905371,0.05335345,0.447486,0.1217094,0.01361502,0.2129301],"study_design_scores_gemma":[0.01503286,0.002428986,0.1795229,0.01617061,0.004118287,0.002990518,0.009942627,0.2368797,0.11187,0.002252006,0.4015844,0.01720708],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476128,0.005110267,0.002493447,0.00308577,0.004070951,0.0009104791,0.0001869134,0.003453108,0.03307625],"genre_scores_gemma":[0.9869013,0.000743327,0.002540361,0.0001129619,0.001962338,0.00006833088,0.0001018982,0.0005006082,0.007068836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3879694,"threshold_uncertainty_score":0.9997815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749476671685771,"score_gpt":0.2444376547570995,"score_spread":0.2269428880402418,"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."}}