{"id":"W4233255447","doi":"10.1515/iupac.73.0138","title":"Chemical Refining","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College","funders":"","keywords":"Refining (metallurgy); Table (database); Product (mathematics); Chemistry; Food science; Commission; Biochemistry; Organic chemistry; Polymer science; Biotechnology; Computer science; Biology; Mathematics; Political science; Data mining; Law","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":[0.001935912,0.002190627,0.001661007,0.006106852,0.00142099,0.003696748,0.003303157,0.002578512,0.1136291],"category_scores_gemma":[0.01393778,0.0007410305,0.002372574,0.01096263,0.0006830104,0.002880044,0.002455718,0.002629757,0.129885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365488,"about_ca_system_score_gemma":0.005605466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184604,"about_ca_topic_score_gemma":0.04187131,"domain_scores_codex":[0.9967858,0.0004000898,0.0004701394,0.001146013,0.0008741912,0.0003237445],"domain_scores_gemma":[0.9943216,0.001584715,0.0006105031,0.001496531,0.001703117,0.0002835245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001958314,0.00003784253,0.002574992,0.002879418,0.00007975176,0.00007060744,0.0000436672,0.0005313893,0.0004083494,0.002722277,0.978204,0.01225188],"study_design_scores_gemma":[0.00009160398,0.000009606367,0.001964028,0.0004293049,0.00003557678,0.00005256864,0.00004285064,0.0001670524,0.0003408316,0.001578229,0.9952723,0.00001591474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002119348,0.000317022,0.0002264568,0.0001261706,0.00005919163,0.00003686739,0.9952775,0.0004000042,0.003344734],"genre_scores_gemma":[0.0005529989,0.0002755301,0.000649394,0.0001422436,0.00001178855,0.0001101027,0.9965869,0.00009992409,0.001571116],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1136291,"threshold_uncertainty_score":0.3801271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006688832844600689,"score_gpt":0.3267473493822036,"score_spread":0.3200585165376029,"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."}}