{"id":"W4407975682","doi":"10.69554/hmkh5075","title":"Foundations of capacity analysis and supply chain design","year":2025,"lang":"en","type":"article","venue":"Journal of supply chain management, logistics and procurement.","topic":"Operations Management Techniques","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","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":[],"consensus_categories":[],"category_scores_codex":[0.006747751,0.0002202925,0.0005906877,0.00258142,0.0002598442,0.0004736827,0.000647763,0.00007297286,0.0001631252],"category_scores_gemma":[0.00108786,0.0001745858,0.0001576223,0.002298676,0.0002999788,0.0003001467,0.0003440466,0.00018619,0.000002009487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006512077,"about_ca_system_score_gemma":0.00004926587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003926107,"about_ca_topic_score_gemma":0.00006585033,"domain_scores_codex":[0.9966442,0.0003101458,0.001405276,0.0003796141,0.001015351,0.0002454103],"domain_scores_gemma":[0.9971007,0.0005970965,0.0009473891,0.0004658563,0.000793484,0.00009546751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002353254,0.0007707762,0.2366516,0.0004446795,0.004933581,0.00005734157,0.0009632331,0.00632336,0.0008844307,0.5834373,0.06951728,0.09578109],"study_design_scores_gemma":[0.003681977,0.001414988,0.1916487,0.0004438053,0.006872603,0.00001738633,0.005039213,0.05983152,0.002370812,0.6370051,0.09066243,0.001011452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005445111,0.0003354733,0.9836504,0.0030389,0.0001607709,0.0006776139,0.00003046584,0.00001961155,0.006641622],"genre_scores_gemma":[0.9066536,0.001005699,0.08929399,0.000284456,0.00003531684,0.00002013244,0.000005654882,0.000008306351,0.002692809],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9012085,"threshold_uncertainty_score":0.7119401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097008063878998,"score_gpt":0.3681792711535381,"score_spread":0.2584784647656383,"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."}}