{"id":"W4411451021","doi":"10.24908/cpp-apc.v2025i1.18277","title":"Governing Road Freight in Eastern and Central Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Planning and Policy / Aménagement et politique au Canada","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Nova scotia; Government (linguistics); Corporate governance; Plan (archaeology); Business; Political science; Public administration; Finance; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001700195,0.0002602209,0.0002634412,0.001289321,0.01574693,0.006299587,0.001659276,0.001021326,0.004250954],"category_scores_gemma":[0.003757505,0.0003315791,0.0002823828,0.004023206,0.005762218,0.001011712,0.002537099,0.001455578,0.0002131737],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2427884,"about_ca_system_score_gemma":0.3366782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990003,"about_ca_topic_score_gemma":0.9996712,"domain_scores_codex":[0.996695,0.000236244,0.00008634613,0.0002760479,0.0008268294,0.001879414],"domain_scores_gemma":[0.9956869,0.0006047984,0.0002860417,0.000114273,0.001862054,0.001445758],"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":[0.0002776411,0.0002487671,0.1776511,0.0007190391,0.0001507391,0.004757404,0.2150577,0.01553487,0.005771417,0.372457,0.0557866,0.1515877],"study_design_scores_gemma":[0.00004276503,0.00006077354,0.2827238,0.0005431077,0.00007908763,0.0004302982,0.281377,0.003954485,0.001660952,0.01052837,0.4183603,0.0002389255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7965201,0.003295822,0.001616553,0.01461072,0.00009615985,0.0002512287,0.0008898419,0.0001035998,0.182616],"genre_scores_gemma":[0.9685487,0.00106634,0.0006596165,0.000844673,0.000006656232,0.00002786447,0.0001732361,0.00001880522,0.02865401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7572116,"threshold_uncertainty_score":0.8782582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009295019691948257,"score_gpt":0.2090405638569582,"score_spread":0.19974554416501,"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."}}