{"id":"W2078562239","doi":"10.1016/j.pursup.2007.01.007","title":"A longitudinal study of supply organizational change","year":2006,"lang":"en","type":"article","venue":"Journal of Purchasing and Supply Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Purchasing; Supply chain; Marketing; Organizational change; Organizational structure; Longitudinal data; Longitudinal study; Industrial organization; Public relations; Management; 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":[0.004093945,0.0002155832,0.0002991166,0.001259428,0.002520933,0.001306243,0.0006053668,0.001107514,0.003386348],"category_scores_gemma":[0.01156023,0.0004704754,0.0003508803,0.001253044,0.0008221635,0.002171614,0.001180175,0.001553736,0.001173149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051481,"about_ca_system_score_gemma":0.002064531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774926,"about_ca_topic_score_gemma":0.02524195,"domain_scores_codex":[0.9989219,0.000559241,0.00005543307,0.0001134083,0.0001528899,0.0001970729],"domain_scores_gemma":[0.9887766,0.002700147,0.002695453,0.001202994,0.001827996,0.002796787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005542281,0.003578982,0.9756621,0.00001498425,0.00004129211,0.0003317602,0.0101179,0.0000682039,0.0005486013,0.0004456759,0.0006027095,0.008033597],"study_design_scores_gemma":[0.0001032762,0.002801689,0.9683639,0.00004284958,0.0000761013,0.0004849029,0.02294278,0.0006434849,0.0004061003,0.0008311978,0.003269349,0.00003447996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991629,0.00007593853,0.00008306465,0.000165983,0.000008565372,0.00001248568,0.00008731523,0.000002525526,0.0004012751],"genre_scores_gemma":[0.9982212,0.00009916578,0.000132723,0.0001127897,0.00001214241,0.00004744438,0.0002042661,0.000002929358,0.001167345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774926,"threshold_uncertainty_score":0.03529185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304230693747085,"score_gpt":0.2507689823718708,"score_spread":0.2177266754343999,"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."}}