{"id":"W2179571342","doi":"","title":"SUSTAINABLE TRANSPORTATION AND INFORMATION TECHNOLOGY : SUGGESTED RESEARCH ISSUES","year":2003,"lang":"en","type":"article","venue":"","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Work (physics); Sustainability; Affect (linguistics); Sustainable transport; Business; Transport engineering; Environmental economics; Marketing; Engineering; Economics; Sociology","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":[0.0001683308,0.0000578497,0.00006549376,0.0002633496,0.00005707962,0.00002402745,0.00003818468,0.00009520473,0.00007843923],"category_scores_gemma":[0.00002384533,0.00005499914,0.000007217845,0.0004024259,0.00006425956,0.0003776319,9.849492e-7,0.000134806,0.00002085673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000223965,"about_ca_system_score_gemma":0.0000111515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003748136,"about_ca_topic_score_gemma":0.00004029515,"domain_scores_codex":[0.9995012,0.000007476565,0.0001264814,0.00005165633,0.00009500181,0.0002181422],"domain_scores_gemma":[0.9997486,0.00001545358,0.000005077188,0.00008543922,0.0001124644,0.00003298159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002361771,0.000006569288,0.00386547,0.0001183271,0.000008119748,0.000008830512,0.0004446231,0.0004422094,0.0001567741,0.9923013,0.001848138,0.0007972875],"study_design_scores_gemma":[0.0006185189,0.0001046089,0.01494945,0.000014037,0.00001513332,0.000007289239,0.006749456,0.002637842,0.01488057,0.02755521,0.9321718,0.0002960725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5968013,0.003658633,0.09988733,0.0007827551,0.0002337872,0.0009592707,0.00002118485,0.002267812,0.2953879],"genre_scores_gemma":[0.9961779,0.0003145686,0.002082149,0.00000950968,0.000005461786,0.00001217038,0.00002402386,0.000007132427,0.001367067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9647461,"threshold_uncertainty_score":0.22428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003161543647044,"score_gpt":0.2454904962197684,"score_spread":0.225458880783298,"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."}}