{"id":"W4403393842","doi":"10.37859/jst.v11i1.7999","title":"Analisis Penyisihan Kandungan Amonia dengan Stripper di Pabrik Ammonia","year":2024,"lang":"en","type":"article","venue":"Jurnal Surya Teknika","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Chemistry; Ammonia; Ammonia production; Environmental science; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007596384,0.0002539335,0.0002329306,0.0001303671,0.0002266586,0.0002458694,0.0003129186,0.0001455504,0.001288742],"category_scores_gemma":[0.0001359692,0.0002176578,0.0001905114,0.0008293375,0.0001694768,0.0006298667,0.000154641,0.0004321767,0.00304174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268949,"about_ca_system_score_gemma":0.00004842108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000782306,"about_ca_topic_score_gemma":0.0006727376,"domain_scores_codex":[0.9975448,0.0001769353,0.0004264819,0.0005013385,0.0008312701,0.0005191728],"domain_scores_gemma":[0.9991095,0.0001084851,0.00008072749,0.0003291706,0.00001520938,0.0003568821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007744025,0.0002965988,0.4985165,0.00007686001,0.0001987927,0.0004064885,0.001209561,0.0009669568,0.2869607,0.0009827819,0.05596984,0.1543375],"study_design_scores_gemma":[0.0002647977,0.00008915284,0.8428751,0.00004487633,0.00006698272,0.00004829605,0.0001094556,0.002868673,0.01838051,0.0002394977,0.1345993,0.0004134299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929438,0.000332408,0.0004463523,0.001128585,0.0007983398,0.0002159346,0.00003433544,0.0002331245,0.003867083],"genre_scores_gemma":[0.9972479,0.00008478342,0.0002488782,0.0002640669,0.0003524366,0.00001674943,0.00001932264,0.0000430487,0.001722783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3443586,"threshold_uncertainty_score":0.9996242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00929851776105981,"score_gpt":0.2432261530418717,"score_spread":0.2339276352808119,"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."}}