{"id":"W4392798311","doi":"10.28998/contegeo.6i12.13100","title":"Território e Circulação: Transformações no Transporte Rodoviário Brasileiro","year":2022,"lang":"pt","type":"article","venue":"Revista Contexto Geográfico","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Humanities; Political science; Physics; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004234686,0.0002452203,0.0001858967,0.001630029,0.001327535,0.003843977,0.0004893073,0.0005723327,0.006130626],"category_scores_gemma":[0.00176471,0.0002238757,0.0002683313,0.00432228,0.002048162,0.001536639,0.001125596,0.0004957604,0.0003969341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00821238,"about_ca_system_score_gemma":0.005352108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4838082,"about_ca_topic_score_gemma":0.5537226,"domain_scores_codex":[0.9995551,0.00009298448,0.00002444131,0.00008812388,0.0001409469,0.00009844665],"domain_scores_gemma":[0.999342,0.000147721,0.0001615544,0.00006550906,0.0002095535,0.00007362194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001677046,0.0001224775,0.2325802,0.0007263347,0.0001105885,0.006910983,0.07750253,0.01325143,0.01108256,0.4459648,0.0129915,0.1985889],"study_design_scores_gemma":[0.00001624344,0.0001523214,0.5133682,0.0007560605,0.0001525247,0.001188406,0.1125388,0.01176199,0.00246786,0.03410849,0.3233658,0.0001233027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7657626,0.003929867,0.007529251,0.006153189,0.00007527566,0.0001079665,0.001195559,0.0001331601,0.2151132],"genre_scores_gemma":[0.9862269,0.00153268,0.001656846,0.00008142243,0.000008814276,0.00001223428,0.0001312541,0.00001874994,0.01033106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4838082,"threshold_uncertainty_score":0.9619842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03768755524318885,"score_gpt":0.2633126515135927,"score_spread":0.2256250962704038,"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."}}