{"id":"W3122847086","doi":"","title":"Environmental Assessment of Shipment Release Policies","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Order (exchange); Time horizon; Unit (ring theory); Minification; Business; Environmental economics; Greenhouse gas; Consolidation (business); Operations management; Fuel efficiency; Operations research; Total cost; Economics; Computer science; Engineering; Finance; Mathematics","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":[0.004680123,0.0009382452,0.0004524564,0.001261403,0.0004180984,0.001722835,0.0006892387,0.0007872772,0.004458332],"category_scores_gemma":[0.007931081,0.0003909965,0.0008529921,0.000937445,0.0004841097,0.001738155,0.0007132697,0.0007207913,0.0003571669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003928641,"about_ca_system_score_gemma":0.002418774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017805,"about_ca_topic_score_gemma":0.008741065,"domain_scores_codex":[0.9972636,0.001362746,0.0000957349,0.0002767889,0.000758274,0.0002429365],"domain_scores_gemma":[0.9943669,0.003158776,0.0006934101,0.0003753635,0.001288694,0.0001167317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005424191,0.0005381501,0.02031113,0.0001511219,0.000122061,0.000113221,0.00003685346,0.9501438,0.002434392,0.004893519,0.0006878654,0.02002541],"study_design_scores_gemma":[0.00009870642,0.002031182,0.02916598,0.00008521271,0.000187728,0.00005898354,0.0003928637,0.9476721,0.01163791,0.004812444,0.003788745,0.00006810597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343333,0.000372452,0.0252659,0.0004398401,0.00003824314,0.0004987189,0.002346546,0.0002212074,0.03648381],"genre_scores_gemma":[0.9937623,0.0001673223,0.003843804,0.00003696387,0.000006326258,0.00008727901,0.0006603773,0.00001735677,0.001418309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017805,"threshold_uncertainty_score":0.02850443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008073954437842808,"score_gpt":0.1982857145080467,"score_spread":0.1902117600702039,"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."}}