{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003940407,0.001758415,0.001103385,0.003255372,0.001531949,0.005778317,0.002733996,0.002472935,0.01319974],"category_scores_gemma":[0.01065426,0.001148981,0.001885407,0.004347438,0.00642845,0.006049518,0.002965268,0.003046964,0.001941266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006424397,"about_ca_system_score_gemma":0.005992636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008997628,"about_ca_topic_score_gemma":0.003639713,"domain_scores_codex":[0.9961839,0.001834504,0.0002074925,0.0004923173,0.0008877348,0.0003940318],"domain_scores_gemma":[0.9926578,0.005028328,0.000588971,0.0005871122,0.0009311413,0.0002066106],"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":[0.000008471285,0.00001849814,0.000241588,0.0001137515,0.00002411105,0.00005711962,0.0001157336,0.1684875,0.0001041203,0.8141029,0.001007746,0.01571828],"study_design_scores_gemma":[0.000007070117,0.00001074708,0.00006797763,0.00008980033,0.000007836324,0.00002391721,0.00007933396,0.1134783,0.0001441541,0.8771311,0.008944748,0.00001495019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003205586,0.002021615,0.9525518,0.002266694,0.00009991817,0.0001105751,0.0001696483,0.0001712545,0.03940286],"genre_scores_gemma":[0.50901,0.01069612,0.4586665,0.0005732502,0.0005448173,0.0007972664,0.0004987172,0.0003054546,0.0189079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01319974,"threshold_uncertainty_score":0.0466125,"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."}}