{"id":"W3034948897","doi":"10.5267/j.uscm.2019.1.001","title":"Critical evaluation of policies in supply chain performance: Quality assurance, continuous process improvement and environmental regulation and policies","year":2019,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality assurance; Process (computing); Supply chain; Business; Quality (philosophy); Process management; Environmental economics; Industrial organization; Operations management; Computer science; Marketing; Economics; Service (business)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00402492,0.0004021602,0.0005524983,0.0007229068,0.0001770562,0.0002418536,0.0002778785,0.0001112965,0.0003977593],"category_scores_gemma":[0.0001085447,0.0004006774,0.00007120925,0.0004550017,0.0002915486,0.001116507,0.00042617,0.0001667091,0.00002499172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901722,"about_ca_system_score_gemma":0.0000224499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392668,"about_ca_topic_score_gemma":0.0002669314,"domain_scores_codex":[0.9963361,0.0001344757,0.0009248023,0.0007047813,0.001286629,0.0006132158],"domain_scores_gemma":[0.9988881,0.000143859,0.000337667,0.0004635973,0.000129202,0.00003755182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003738936,0.0006878858,0.8007904,0.007227776,0.0001741529,0.0000056229,0.002742755,0.007067639,0.001386158,0.1133688,0.0007476117,0.06542731],"study_design_scores_gemma":[0.003834619,0.0001389059,0.8808501,0.0003913548,0.0001951102,0.000001403079,0.01768284,0.08271531,0.0002111398,0.00946954,0.003819028,0.000690633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865599,0.0002630194,0.0001353856,0.002483705,0.0001941609,0.002469091,0.00002814287,0.00005528119,0.007811316],"genre_scores_gemma":[0.9973599,0.0001928941,0.0001357099,0.00103108,0.0001535312,0.0002860764,0.0001874911,0.00003467159,0.0006186094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038992,"threshold_uncertainty_score":0.9998445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735828691954089,"score_gpt":0.2777873026078385,"score_spread":0.2604290156882976,"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."}}