{"id":"W4411352614","doi":"10.31803/tg-20240302201341","title":"Optimizing Supply Chains","year":2025,"lang":"en","type":"article","venue":"Tehnički glasnik","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Supply chain; Business; Marketing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004860479,0.0002076147,0.0002347327,0.0004167813,0.0002868424,0.000365322,0.0004311997,0.00007512148,0.0008366016],"category_scores_gemma":[0.0000909552,0.0002039558,0.0001187263,0.0007031776,0.00007431707,0.0007210327,0.0004246968,0.0001659188,0.001072969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004588629,"about_ca_system_score_gemma":0.00002250762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003847685,"about_ca_topic_score_gemma":0.0001478912,"domain_scores_codex":[0.9986579,0.00001307736,0.0003121588,0.0003558087,0.0002431703,0.000417924],"domain_scores_gemma":[0.9993441,0.00004698688,0.00008957538,0.0004288007,0.00007830276,0.0000122744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004099768,0.0001373502,0.006018055,0.0003468747,0.00007455928,0.00002198075,0.0001046283,0.0003763603,0.0001827213,0.8678518,0.1129829,0.01186179],"study_design_scores_gemma":[0.0007989177,0.000006870249,0.0092924,0.0001055544,0.0000815215,4.878331e-7,0.0004947457,0.008438487,0.00009785961,0.01218165,0.9681669,0.0003346134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05104686,0.0003671991,0.02213261,0.02009512,0.001821011,0.0007158467,0.000008373897,0.0009342481,0.9028787],"genre_scores_gemma":[0.9586422,0.00002208897,0.001091513,0.0169188,0.0008313109,0.00006065853,0.00006417673,0.00002702185,0.0223422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9075954,"threshold_uncertainty_score":0.9997048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715975868081145,"score_gpt":0.2447400197727631,"score_spread":0.2275802610919516,"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."}}