{"id":"W2595325507","doi":"","title":"Interconnected logistic networks and protocols: simulation-based efficiency assessment","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Modular design; Container (type theory); Asynchronous communication; Interconnectivity; Operations research; Risk analysis (engineering); Transport engineering; Computer network; Business; Engineering","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":[0.003459361,0.001116063,0.001006883,0.001462656,0.0005682489,0.00160393,0.001415938,0.001792356,0.002148546],"category_scores_gemma":[0.009377274,0.0005395586,0.001066292,0.001516637,0.001170109,0.00170742,0.001176128,0.001292432,0.0001940684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491963,"about_ca_system_score_gemma":0.001550191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01467434,"about_ca_topic_score_gemma":0.006377053,"domain_scores_codex":[0.998273,0.001090946,0.00006877019,0.0001292701,0.0002742512,0.0001636709],"domain_scores_gemma":[0.9902079,0.008052846,0.0004779542,0.0004794991,0.0006143501,0.000167508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002578571,0.00003559107,0.0004861552,0.00002028812,0.00001608721,0.00001063213,0.00001530537,0.9943,0.00008526867,0.003259343,0.0001124568,0.001633073],"study_design_scores_gemma":[0.000005947148,0.00001278799,0.00006586708,0.000005002025,0.00000492363,0.000003278225,0.000009518363,0.9980637,0.00008807846,0.001564436,0.0001741386,0.000002298982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.377845,0.001954308,0.5938247,0.001634158,0.0001769018,0.0005905774,0.001134862,0.0007237894,0.02211571],"genre_scores_gemma":[0.9107977,0.001175627,0.08479544,0.00008132304,0.00004830395,0.00049554,0.0005311305,0.00008005767,0.001994897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01467434,"threshold_uncertainty_score":0.02917784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06361010160366126,"score_gpt":0.4138073499655822,"score_spread":0.350197248361921,"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."}}