{"id":"W3160001021","doi":"10.1002/cjce.24086","title":"Special issue in honour of Professor Jamal Chaouki","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Process Optimization and Integration","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Honour; Library science; Citation; Operations research; Political science; Engineering; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002918242,0.002548026,0.00318001,0.001810762,0.002052003,0.005255692,0.002140105,0.008809498,0.03610684],"category_scores_gemma":[0.01211516,0.0006714471,0.001519908,0.0007158336,0.001188094,0.002686304,0.002167597,0.008781748,0.02881648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429424,"about_ca_system_score_gemma":0.00349561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747271,"about_ca_topic_score_gemma":0.008171218,"domain_scores_codex":[0.9972373,0.0002518718,0.0002018609,0.0004535253,0.001530249,0.0003251499],"domain_scores_gemma":[0.9892525,0.001625807,0.0006470396,0.0002988483,0.005124701,0.003051077],"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":[0.00003034773,0.00000986132,0.00004155288,0.00005694429,0.00000548706,0.000103498,0.000005138488,0.00001981824,0.00007307002,0.0001304496,0.9934596,0.006064151],"study_design_scores_gemma":[0.00002360507,0.00003198735,0.0003115045,0.00006541731,0.00001161879,0.0002526208,0.00002572404,0.00009983132,0.0001106017,0.0003490231,0.9987077,0.00001041089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009794188,0.008677525,0.000160428,0.07067465,0.9161913,0.00002872417,0.00007475074,0.00004626482,0.004048432],"genre_scores_gemma":[0.001336387,0.007166107,0.0001513139,0.03529868,0.8914692,0.00004326299,0.0001047242,0.00007233236,0.06435792],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03610684,"threshold_uncertainty_score":0.1207893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005930581234158996,"score_gpt":0.1862824050700543,"score_spread":0.1803518238358953,"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."}}