{"id":"W4395101846","doi":"10.29327/222866.14.1-6","title":"MOTIVOS DA ESCOLHA DO USO DO AUTOMÓVEL COMO MODO PRINCIPAL DE TRANSPORTE PELA POPULAÇÃO DA CIDADE DE CARUARU-PE","year":2023,"lang":"pt","type":"article","venue":"Revista Dimensão","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Humanities; Philosophy; Physics","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":[0.001713261,0.0003147604,0.0003466435,0.00117513,0.001164855,0.002067875,0.0006351002,0.0009928363,0.007840982],"category_scores_gemma":[0.005099117,0.000291836,0.0007152598,0.001614055,0.0007501509,0.001001403,0.001492557,0.0006777272,0.0006826515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180451,"about_ca_system_score_gemma":0.001880935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02818721,"about_ca_topic_score_gemma":0.03299621,"domain_scores_codex":[0.9991143,0.0002918975,0.00006632794,0.0001182179,0.0001832993,0.0002258657],"domain_scores_gemma":[0.9960535,0.001180201,0.001023619,0.0001294271,0.0009906219,0.0006225897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001485111,0.0001538007,0.9644595,0.0004031163,0.00009616443,0.0002728745,0.01038694,0.0003256392,0.000893454,0.002288305,0.001398583,0.01917326],"study_design_scores_gemma":[0.000008749373,0.0002250956,0.9502109,0.0002348566,0.00006571374,0.0001904054,0.03893485,0.000425032,0.0004027708,0.0005663029,0.008695649,0.00003960999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924541,0.0004633494,0.000382059,0.0007562597,0.00002230515,0.00005491556,0.0003519837,0.000009631268,0.00550546],"genre_scores_gemma":[0.9954683,0.0004798934,0.000366141,0.00008494381,0.00001259426,0.00005983124,0.0001581694,0.000004455812,0.003365643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02818721,"threshold_uncertainty_score":0.05604631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05232491071012243,"score_gpt":0.3398625564489962,"score_spread":0.2875376457388738,"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."}}