{"id":"W2625012058","doi":"10.14311/312","title":"Education for Production and Operations Management","year":2002,"lang":"en","type":"article","venue":"Acta Polytechnica","topic":"Operations Management Techniques","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Engine department; Engineering management; Schedule; Work (physics); Quality (philosophy); Production (economics); Program management; Engineering; Project management; Applied engineering; Business; Operations management; Management; Mechanical engineering; Systems engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003599613,0.001542097,0.001048751,0.001338192,0.001796493,0.005715267,0.000849295,0.002108149,0.09990614],"category_scores_gemma":[0.006648106,0.0004915347,0.0004318698,0.001674104,0.001442975,0.003841739,0.003154923,0.006106186,0.0652696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377351,"about_ca_system_score_gemma":0.007958986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916927,"about_ca_topic_score_gemma":0.002859098,"domain_scores_codex":[0.9980465,0.0003013235,0.0001532661,0.0002397648,0.0009902846,0.0002688559],"domain_scores_gemma":[0.996223,0.0006538222,0.0003032635,0.0005472087,0.001147157,0.00112549],"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":[0.00003358383,0.000197238,0.0006869827,0.000393421,0.00001017354,0.00008139268,0.0008338001,0.0003916466,0.00100343,0.08647618,0.529177,0.3807152],"study_design_scores_gemma":[0.000006270251,0.00004174811,0.001120938,0.0003448545,0.000002821406,0.0001267708,0.0001536638,0.0001526999,0.0001204545,0.01487465,0.983049,0.000006260153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005374731,0.06129726,0.02599561,0.08430917,0.01465957,0.0002975794,0.001094219,0.001180994,0.8057909],"genre_scores_gemma":[0.04522311,0.0486917,0.0241984,0.01164212,0.003851869,0.0003929301,0.001182616,0.0004125059,0.8644048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09990614,"threshold_uncertainty_score":0.3342193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0833212346289685,"score_gpt":0.3747452374149406,"score_spread":0.2914240027859721,"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."}}