{"id":"W4396900510","doi":"10.25105/imej.v6i2.14704","title":"PENGARUH MODIFIKASI PERMUKAAN KARBON AKTIF BATUBARA MENGGUNAKAN SURFAKTAN SODIUM DODECYL SULFATE (SDS) TERHADAP SERAPAN LOGAM Fe DAN Mn DALAM AIR ASAM TAMBANG ARTIFISIAL","year":2023,"lang":"id","type":"article","venue":"Indonesian Mining and Energy Journal","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Chemistry; Sodium dodecyl sulfate; Nuclear chemistry; Chromatography","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":[0.002532543,0.0008847957,0.0008761671,0.0006100781,0.001810172,0.0006585109,0.0006005784,0.0006132955,0.0001574123],"category_scores_gemma":[0.0002879582,0.0008817971,0.0003485958,0.001083625,0.0006830917,0.001010174,0.000392652,0.001107195,0.0001456623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386276,"about_ca_system_score_gemma":0.0002389281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003260523,"about_ca_topic_score_gemma":0.0005547639,"domain_scores_codex":[0.9927756,0.001174477,0.001463079,0.00115284,0.001590079,0.00184395],"domain_scores_gemma":[0.9967437,0.0003504154,0.0007598925,0.0006098921,0.00007718145,0.00145886],"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":[0.001176518,0.001224279,0.1402782,0.0002705015,0.001138018,0.004767326,0.02246475,0.03621347,0.487275,0.001816267,0.01345722,0.2899184],"study_design_scores_gemma":[0.006969695,0.001611164,0.7890998,0.0007328811,0.0005708194,0.00328858,0.01128964,0.08359002,0.06452797,0.0007056487,0.03404003,0.003573792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911174,0.0003078165,0.0002523878,0.003593053,0.002612793,0.0001567804,0.00002825381,0.0002011411,0.00173041],"genre_scores_gemma":[0.9915695,0.001051875,0.0005216302,0.0004412387,0.001468976,0.00002301491,0.00008426634,0.0001441495,0.004695403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6488215,"threshold_uncertainty_score":0.9994893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850334310570903,"score_gpt":0.2335295578984856,"score_spread":0.2150262147927766,"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."}}