{"id":"W1499907501","doi":"10.1108/03090561111107230","title":"Supply chain commitment and business process integration","year":2011,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Supply chain; Supply chain management; Structural equation modeling; Marketing; Business; Process (computing); Demand chain; Industrial organization; Service management; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007046337,0.0001369478,0.0001726611,0.0002342454,0.0001416394,0.0001978734,0.0002447506,0.00001284059,0.0001762301],"category_scores_gemma":[0.0006387942,0.0001114488,0.00004762849,0.0002452641,0.00004831629,0.0008611766,0.0001377283,0.0001656046,0.00003359547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001049884,"about_ca_system_score_gemma":0.000008458166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001357391,"about_ca_topic_score_gemma":0.000007436667,"domain_scores_codex":[0.9986791,0.0002703589,0.0005025286,0.0001301653,0.0002456416,0.0001722155],"domain_scores_gemma":[0.9989499,0.00006577626,0.0005434842,0.0001069597,0.0003148017,0.00001901672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004025394,0.0009669593,0.3126328,0.002808064,0.0003657359,0.001448948,0.005996114,0.0001287763,0.0006056824,0.01791172,0.02573761,0.6273722],"study_design_scores_gemma":[0.001721558,0.00006917929,0.9369002,0.00105371,0.0001534092,0.00005886521,0.005988415,0.0007337789,0.00007417027,0.001757884,0.05104742,0.0004414303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7699237,0.0002272692,0.004302123,0.001262333,0.0005000859,0.0001892979,6.448151e-7,0.0000447137,0.2235498],"genre_scores_gemma":[0.9971689,0.00004065185,0.001098792,0.0007863951,0.0007172848,9.637563e-7,0.000002861193,0.00002459817,0.0001595826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6269308,"threshold_uncertainty_score":0.4544749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157141791019998,"score_gpt":0.221632691791452,"score_spread":0.190061273881252,"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."}}