{"id":"W4235746592","doi":"10.1093/ww/9780199540884.013.u31173","title":"Porter, Prof. Arthur, (8 Dec. 1910–26 Feb. 2010), Professor of Industrial Engineering, and Chairman of Department, University of Toronto, Toronto, 1961–76, then Emeritus Professor; President, Arthur Porter Associates Ltd, since 1973; Associate, Institute for Environmental Studies, University of Toronto, since 1981","year":2007,"lang":"en","type":"reference-entry","venue":"Who Was Who","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Management; Engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004008449,0.0007497985,0.002425774,0.0001760834,0.0004099272,0.00005232318,0.002172278,0.001121054,0.0003007513],"category_scores_gemma":[0.000917404,0.0006997009,0.0005386188,0.0002658248,0.001352276,0.002022148,0.001166379,0.0006398755,0.00000382305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658697,"about_ca_system_score_gemma":0.001397652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01525984,"about_ca_topic_score_gemma":0.11181,"domain_scores_codex":[0.9922646,0.0004621605,0.001736022,0.001336356,0.003092392,0.00110851],"domain_scores_gemma":[0.9933751,0.001031082,0.003506457,0.0009936374,0.0006772571,0.0004165144],"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":[0.003444631,0.003443413,0.2657853,0.003069836,0.005579789,0.0001480599,0.02256839,0.00009540348,0.001492024,0.003188182,0.5977297,0.09345528],"study_design_scores_gemma":[0.01180164,0.002611382,0.2545825,0.004553488,0.001236873,0.00001626722,0.02713739,0.0006809347,0.002814699,0.0005639612,0.6913796,0.002621211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692316,0.08196373,0.000241999,0.0005616772,0.004488704,0.008940671,0.01071736,0.000134044,0.02372016],"genre_scores_gemma":[0.5344493,0.2067802,0.0007857237,0.00005360826,0.001018917,0.00002945284,0.0007816337,0.0001740848,0.2559271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347823,"threshold_uncertainty_score":0.9995454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07951666437537991,"score_gpt":0.3304921848522589,"score_spread":0.250975520476879,"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."}}