{"id":"W4319982880","doi":"10.25077/jhi.v5i4.629","title":"PENERAPAN FILTER AIR SEDERHANA SEBAGAI SOLUSI PENGOLAHAN AIR SUMUR DI SUNGAI MENGKUANG KABUPATEN BUNGO DAN KELURAHAN KAMPUNG BARU KOTA MEDAN","year":2022,"lang":"id","type":"article","venue":"Jurnal Hilirisasi IPTEKS","topic":"Environmental Engineering and Cultural Studies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"Universitas Andalas","keywords":"Physics; Humanities; 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":["metaepi_narrow"],"category_scores_codex":[0.001045685,0.001307534,0.00118137,0.0003086599,0.003559204,0.0003814562,0.002851207,0.0002648893,0.0003599066],"category_scores_gemma":[0.0000558116,0.001250838,0.0008186672,0.001040987,0.0003390825,0.001059928,0.004099935,0.002123164,0.0001972273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216645,"about_ca_system_score_gemma":0.0001482961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004419199,"about_ca_topic_score_gemma":0.0002199774,"domain_scores_codex":[0.9921036,0.0006676596,0.001234407,0.00185785,0.002095498,0.002040926],"domain_scores_gemma":[0.9968921,0.0001895958,0.0005309414,0.001457156,0.0001151957,0.0008149956],"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":[0.0009882499,0.007913389,0.0418387,0.001952925,0.007208211,0.004575645,0.2011782,0.1620153,0.2729068,0.007448371,0.154987,0.1369871],"study_design_scores_gemma":[0.006981834,0.004351688,0.238769,0.0006396099,0.0008292389,0.002118054,0.02084144,0.08038831,0.03623648,0.000314451,0.6002149,0.008315004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647149,0.008282378,0.001927093,0.007904086,0.004792093,0.001215963,0.0001762374,0.0008097426,0.01017751],"genre_scores_gemma":[0.9784912,0.0005049324,0.000463652,0.00135615,0.0008687485,0.0002155036,0.0001208093,0.0001637988,0.01781524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4452279,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459230995577495,"score_gpt":0.2119580711585379,"score_spread":0.1973657612027629,"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."}}