{"id":"W4365459246","doi":"10.1111/jscm.12299","title":"Radical innovations as supply chain disruptions? A paradox between change and stability","year":2023,"lang":"en","type":"article","venue":"Journal of Supply Chain Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Irish Research eLibrary","keywords":"Supply chain; Salient; Upstream (networking); Industrial organization; Business; Process (computing); Product (mathematics); Economics; Marketing; Political science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002905625,0.0004174362,0.0006468713,0.002048243,0.000474819,0.0004805289,0.0007014048,0.000122748,0.0005099727],"category_scores_gemma":[0.0001626325,0.0003572459,0.000243609,0.002774341,0.0002702635,0.001674806,0.0007778058,0.0004205413,0.0003920583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134679,"about_ca_system_score_gemma":0.00003469094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002335587,"about_ca_topic_score_gemma":0.00004558322,"domain_scores_codex":[0.9963275,0.00006720316,0.001162398,0.0005276646,0.001148193,0.0007670916],"domain_scores_gemma":[0.998256,0.00018016,0.0007108251,0.0005006696,0.0002566896,0.00009570316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002679167,0.0007257298,0.5829045,0.00175788,0.0009474737,0.001555877,0.00175863,0.0001769388,0.0001242724,0.1512127,0.0709817,0.1875864],"study_design_scores_gemma":[0.002938636,0.0001840587,0.641117,0.0004167868,0.0005122746,0.00003397832,0.01019107,0.002356926,0.00003959043,0.03414885,0.3072237,0.0008370493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427546,0.0004155419,0.001691819,0.04791553,0.001021113,0.001908135,0.00002824745,0.0002574179,0.00400758],"genre_scores_gemma":[0.9924749,0.0009844801,0.0006902008,0.002533322,0.002469554,0.0001499359,0.000101498,0.00005776838,0.0005383784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.236242,"threshold_uncertainty_score":0.9998879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04710056452567953,"score_gpt":0.281777401753937,"score_spread":0.2346768372282575,"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."}}