{"id":"W4313430789","doi":"10.3390/su142416979","title":"Coordinated Distribution or Client Introduce? Analysis of Energy Conservation and Emission Reduction in Canadian Logistics Enterprises","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Distribution (mathematics); Profit (economics); Maximization; Environmental economics; Mode (computer interface); Industrial organization; Scale (ratio); Energy conservation; Economies of scale; Population; Marketing; Computer science; Economics; Microeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001360993,0.0001505087,0.0002876472,0.001134584,0.0003070599,0.00007246932,0.0001642538,0.00004789254,0.0002549564],"category_scores_gemma":[0.001788843,0.0001526837,0.00006180861,0.003717035,0.0001208141,0.0003215571,0.0003486435,0.0001274448,2.014409e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003338155,"about_ca_system_score_gemma":0.000396444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5231137,"about_ca_topic_score_gemma":0.08776096,"domain_scores_codex":[0.9983572,0.0001030501,0.000448686,0.0004285049,0.0002540566,0.0004085358],"domain_scores_gemma":[0.9986173,0.0000523224,0.000245391,0.0003305218,0.0007209686,0.00003352717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005450411,0.0003148789,0.9157693,0.0005454277,0.0001528462,0.00005232472,0.0002110221,0.03138645,0.00002213616,0.0412429,0.004576662,0.005180942],"study_design_scores_gemma":[0.001034205,0.00009599756,0.5905001,0.00001409514,0.0007807023,0.000002176097,0.02792535,0.1803522,0.00004385551,0.01683495,0.1819313,0.000485147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910491,0.00004511352,0.002377255,0.005526363,0.0001873868,0.0005400995,0.00004058603,0.00004555986,0.0001885421],"genre_scores_gemma":[0.9982704,0.000005905319,0.0000113596,0.0002202339,0.00005737711,0.0001030331,0.0009537857,0.00001018568,0.0003677552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4353527,"threshold_uncertainty_score":0.928885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008588250074017435,"score_gpt":0.2317809860351384,"score_spread":0.2231927359611209,"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."}}