{"id":"W4311479283","doi":"10.1002/cjce.24809","title":"Editorial honouring Professor Hamielec","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Library science; Computer science","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":[0.003392347,0.001517105,0.001445659,0.001947099,0.001461579,0.004650532,0.002051937,0.00574772,0.03568703],"category_scores_gemma":[0.02892165,0.0004634528,0.001069133,0.0005930826,0.001497187,0.002918271,0.001416369,0.0104821,0.03018729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868988,"about_ca_system_score_gemma":0.003488117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200558,"about_ca_topic_score_gemma":0.002581738,"domain_scores_codex":[0.9969502,0.0004090376,0.0002882906,0.0005658898,0.001522614,0.0002639626],"domain_scores_gemma":[0.9806111,0.002557564,0.0008133501,0.0007072856,0.01122434,0.004086387],"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":[0.00001791468,0.000005331517,0.00004092846,0.0001098952,0.000005216432,0.0001692147,0.0000143317,0.00001698672,0.00005673078,0.0002695848,0.9898226,0.009471272],"study_design_scores_gemma":[0.00001254217,0.00001502942,0.0001336092,0.0001542823,0.000008685849,0.00068898,0.00003558763,0.00004091595,0.0001198,0.0003956149,0.9983848,0.0000100965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001232518,0.0057218,0.0002783778,0.0608076,0.9290115,0.00003203216,0.000062688,0.00009440804,0.003868301],"genre_scores_gemma":[0.002202841,0.008713643,0.0002346051,0.03991764,0.9177482,0.00004068662,0.00008711017,0.00009600825,0.03095922],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03568703,"threshold_uncertainty_score":0.119385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006124324647389148,"score_gpt":0.192644169436558,"score_spread":0.1865198447891688,"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."}}