{"id":"W2921854962","doi":"10.36456/waktu.v13i2.60","title":"PENJERNIHAN AIR SUNGAI DENGAN PERLAKUAN KOAGULASI, FILTRASI, ABSORBSI, DAN PERTUKARAN ION","year":2016,"lang":"id","type":"article","venue":"Waktu","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Nuclear chemistry; Chemistry","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":[0.0006913182,0.0008981331,0.0009269618,0.0009934722,0.001014599,0.003128215,0.0006734504,0.001237692,0.01857414],"category_scores_gemma":[0.0007979748,0.00056185,0.001081603,0.0007547375,0.0008884374,0.001547116,0.001230176,0.001660893,0.004752075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008508308,"about_ca_system_score_gemma":0.001404002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002286916,"about_ca_topic_score_gemma":0.003748968,"domain_scores_codex":[0.9990873,0.0001203522,0.00005409279,0.0001671733,0.0004420354,0.0001290683],"domain_scores_gemma":[0.9993674,0.0001539427,0.0001084327,0.0000605985,0.0002287208,0.00008088123],"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":[0.001150165,0.0005817763,0.005341067,0.004181417,0.0001940208,0.00119633,0.0008478683,0.0008052882,0.7792192,0.004886369,0.004490545,0.1971059],"study_design_scores_gemma":[0.0001062455,0.002552492,0.01922058,0.000612868,0.0003603317,0.002384724,0.001880156,0.001902617,0.6068404,0.003100389,0.3608953,0.0001438909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.61013,0.1075875,0.08015991,0.005663414,0.002815408,0.001041047,0.002327343,0.002209993,0.1880655],"genre_scores_gemma":[0.7144142,0.04559049,0.04153499,0.001907116,0.0003494315,0.0004201135,0.001341834,0.0004197003,0.1940222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01857414,"threshold_uncertainty_score":0.06213671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481055851538097,"score_gpt":0.2333955162592873,"score_spread":0.2185849577439063,"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."}}