{"id":"W2560075923","doi":"","title":"A modelling approach of pooled urban consolidation centers","year":2014,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Business; Pooling; Livelihood; City logistics; Supply chain; Environmental planning; Transport engineering; Environmental economics; Computer science; Engineering; Economics; Marketing; Geography","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":[0.001104667,0.0001327297,0.0001817132,0.00009064454,0.000071615,0.00004006134,0.000296254,0.00007934932,0.0000282978],"category_scores_gemma":[0.00009085625,0.0001433151,0.00007340316,0.0001982971,0.0001124822,0.00008344963,0.00002687735,0.0001391946,0.000009520136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002832112,"about_ca_system_score_gemma":0.00001653677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001078283,"about_ca_topic_score_gemma":0.00002911437,"domain_scores_codex":[0.998714,0.0004437916,0.0003007081,0.0001903722,0.0001653611,0.0001858104],"domain_scores_gemma":[0.9986395,0.0002575345,0.00007995612,0.0005719255,0.0003665731,0.00008447598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002129341,0.0007121639,0.00837033,0.0005775999,0.0002093077,0.000001645863,0.01255403,0.1681051,0.01632245,0.7775183,0.002124168,0.01348368],"study_design_scores_gemma":[0.0003434427,2.150027e-7,0.0003191267,0.0001320349,0.00002896001,0.000001565093,0.00003412324,0.9697517,0.02422792,0.000535238,0.00447117,0.0001545296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03979186,0.0001856832,0.864696,0.0001099835,0.00006299753,0.0001042871,0.00001434069,0.0001833776,0.09485146],"genre_scores_gemma":[0.9443229,0.00008397514,0.0547859,0.00001471083,0.00001100362,0.00000803774,0.0001687534,0.0000259085,0.00057883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.904531,"threshold_uncertainty_score":0.5844222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657177350454336,"score_gpt":0.177278865476867,"score_spread":0.1607070919723236,"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."}}