{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004647871,0.0006577464,0.0005594496,0.0006234855,0.0008443246,0.001635014,0.0004554726,0.0007779148,0.01966624],"category_scores_gemma":[0.0003765171,0.000319203,0.0006926691,0.0005311536,0.0003870493,0.0008903421,0.0007360956,0.0008350016,0.003743222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006701755,"about_ca_system_score_gemma":0.001030295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003481583,"about_ca_topic_score_gemma":0.008644655,"domain_scores_codex":[0.9995633,0.00005918274,0.00002660482,0.00008774522,0.0001961345,0.00006706597],"domain_scores_gemma":[0.9996815,0.00006889625,0.0000466893,0.00003191001,0.0001341426,0.00003678029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001223694,0.0004020787,0.006815809,0.001968707,0.0001400936,0.0010104,0.0009043536,0.000576573,0.8209364,0.002180679,0.003328156,0.1605131],"study_design_scores_gemma":[0.00009005453,0.002268846,0.03317973,0.0002719775,0.0003011554,0.001776507,0.001675029,0.00129308,0.6518353,0.001266012,0.3059618,0.00008051992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7522246,0.02211167,0.02602198,0.002588245,0.0008989787,0.000605955,0.002240352,0.001104057,0.1922043],"genre_scores_gemma":[0.767022,0.009999859,0.02002511,0.0008248833,0.000126909,0.0001997678,0.001191571,0.0002330274,0.2003769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01966624,"threshold_uncertainty_score":0.06579018,"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."}}