{"id":"W7100270499","doi":"","title":"Transportation Research Current Practice and a Look Forward CHRISTOPHER HEDGES, Transportation Association of Canada","year":2014,"lang":"en","type":"article","venue":"","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Transportation planning; Quality (philosophy); Sustainable transport; Transportation infrastructure; Strategic planning; Sustainable development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04159141,0.00157085,0.002183741,0.006639546,0.02374458,0.03080178,0.006967318,0.01631145,0.02421239],"category_scores_gemma":[0.04812399,0.00143004,0.001137423,0.01381504,0.02732804,0.01959365,0.006625369,0.02092633,0.007586807],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1515866,"about_ca_system_score_gemma":0.4938037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9311286,"about_ca_topic_score_gemma":0.954861,"domain_scores_codex":[0.9694734,0.00534278,0.001884906,0.003984449,0.01524381,0.004070608],"domain_scores_gemma":[0.8547297,0.01574741,0.001642906,0.003590408,0.09055936,0.03373021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001606923,0.0000314363,0.0004529969,0.0003256762,0.000006778158,0.00008606842,0.000743855,0.0001204782,0.00006637951,0.03602919,0.9284269,0.0336942],"study_design_scores_gemma":[0.000006574702,0.000005321006,0.0004638856,0.001050306,0.000004029343,0.00004089513,0.001657806,0.00008264006,0.00002760158,0.005949174,0.9906752,0.00003658394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001358849,0.07034067,0.000595875,0.9012874,0.0164059,0.00002543914,0.0001322563,0.00004379313,0.01103276],"genre_scores_gemma":[0.02126315,0.497504,0.009416346,0.3294645,0.01927314,0.0001494291,0.0006549805,0.0004083136,0.1218661],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8484134,"threshold_uncertainty_score":0.9840393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210046236182278,"score_gpt":0.3349011614837626,"score_spread":0.3128006991219398,"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."}}