{"id":"W575208109","doi":"","title":"Speeding up Canada","year":2007,"lang":"en","type":"article","venue":"Traffic world","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Subtitle; Business; Transport engineering; Aeronautics; Engineering; Operations management; Computer science","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":[0.0003496509,0.00004778851,0.00006087074,0.00004181206,0.0002395869,0.0000237478,0.0001387939,0.00001961322,0.0003987551],"category_scores_gemma":[0.00008581511,0.00005362954,0.00002168402,0.0003816712,0.000077235,0.00005193359,0.000005112385,0.00008270111,0.00002623761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004053569,"about_ca_system_score_gemma":0.0008256386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852816,"about_ca_topic_score_gemma":0.9999597,"domain_scores_codex":[0.9991719,0.00001165078,0.00009239704,0.00009464083,0.0002490068,0.0003804794],"domain_scores_gemma":[0.9995624,0.0001143877,0.00003292163,0.0000690167,0.00001598586,0.0002052511],"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":[0.000004301697,0.000003658646,0.0002751483,0.000001950848,0.00000367374,0.00002919246,0.002338807,0.00003259619,0.000004105044,0.07241508,0.9004779,0.02441359],"study_design_scores_gemma":[0.00006616802,0.000001551983,0.005947802,0.00000695379,0.000001971071,4.538712e-7,0.0004021174,0.000005591016,0.00003036548,0.00005597725,0.9934058,0.00007531521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4748356,0.0001559796,0.000009790747,0.02333005,0.0016828,0.0001110262,0.00002741389,0.00006821314,0.4997792],"genre_scores_gemma":[0.8670668,0.0000053896,0.00002119213,0.002616912,0.0007341707,4.372187e-7,4.847507e-7,0.00000435451,0.1295503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3922312,"threshold_uncertainty_score":0.4366089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185538786775203,"score_gpt":0.2848170400421606,"score_spread":0.2629616521744086,"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."}}