{"id":"W4409843515","doi":"10.1016/j.cherd.2025.04.014","title":"Special issue: International Conference on Separation and Purification Technologies (ICSPT)","year":2025,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Science and Engineering Research Board","keywords":"Separation (statistics); Engineering; Engineering ethics; Computer science","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":[0.001773922,0.002619224,0.002512024,0.003092316,0.00163006,0.006302829,0.002330514,0.004496922,0.1400811],"category_scores_gemma":[0.00216987,0.0005439239,0.001530706,0.001991519,0.0008006899,0.002893491,0.002096296,0.002862446,0.06535353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356838,"about_ca_system_score_gemma":0.00278753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023839,"about_ca_topic_score_gemma":0.00245852,"domain_scores_codex":[0.998486,0.0001346751,0.0001370003,0.0002391299,0.000760753,0.0002424975],"domain_scores_gemma":[0.9963367,0.0003186106,0.0003172432,0.0002174834,0.001766564,0.00104339],"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":[0.0001700066,0.0000996845,0.0002148654,0.0006463354,0.00002625634,0.0001352298,0.000008964018,0.0001488217,0.001262555,0.0007918663,0.9450649,0.05143044],"study_design_scores_gemma":[0.00001956775,0.0001046754,0.001145659,0.0001507618,0.00002553082,0.0002213911,0.00001964049,0.0003376169,0.000792817,0.0007542925,0.9964143,0.00001383998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001579222,0.02534498,0.001885033,0.01424389,0.8813984,0.0002440703,0.0007891796,0.000478336,0.07403684],"genre_scores_gemma":[0.0097248,0.03406841,0.002103808,0.006660948,0.4553971,0.0002389296,0.003118234,0.0007518627,0.487936],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1400811,"threshold_uncertainty_score":0.468618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277485393289089,"score_gpt":0.2497856705129145,"score_spread":0.2370108165800237,"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."}}