{"id":"W3204480796","doi":"10.1080/08982112.2021.1982543","title":"In memory of Lai K. Chan","year":2021,"lang":"en","type":"article","venue":"Quality Engineering","topic":"Advanced Statistical Process Monitoring","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill University","funders":"","keywords":"Statistical analysis; Mathematics; Quality (philosophy); Statistics; Operations management; Agricultural science; Forestry; Agricultural economics; Advertising; Environmental science; Geography; Business; Engineering; Physics; Economics","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":[0.002355091,0.0007907749,0.0008959468,0.0007026473,0.001290955,0.004410419,0.001163017,0.002651296,0.06405126],"category_scores_gemma":[0.02010483,0.0002432769,0.0004311413,0.0005246606,0.0009168896,0.002298218,0.001508315,0.005502426,0.04997749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118841,"about_ca_system_score_gemma":0.002528057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665654,"about_ca_topic_score_gemma":0.002076789,"domain_scores_codex":[0.9982151,0.0002818806,0.0001236361,0.0005103916,0.0007176333,0.0001513609],"domain_scores_gemma":[0.9893906,0.001641704,0.0007278941,0.0004002494,0.005373188,0.002466508],"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":[0.00003593234,0.0000130026,0.0001460104,0.00007160276,0.000006526109,0.0001538194,0.00007959487,0.00004026373,0.0001428629,0.0007056154,0.9681815,0.03042324],"study_design_scores_gemma":[0.000005084571,0.00002146138,0.0002138967,0.00007205021,0.00000560478,0.0003962365,0.0001241702,0.00006726849,0.0001944888,0.0005159777,0.998376,0.000007728189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001095694,0.03879438,0.00205767,0.5306323,0.3899697,0.0000550921,0.0005337034,0.0002906087,0.03657085],"genre_scores_gemma":[0.02138308,0.04464575,0.001745239,0.1565068,0.2335444,0.0001284326,0.0006516501,0.0003881818,0.5410064],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06405126,"threshold_uncertainty_score":0.2142728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1607319168788613,"score_gpt":0.4722127426654625,"score_spread":0.3114808257866011,"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."}}