{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003399308,0.0008976191,0.001344526,0.000291787,0.001355195,0.001122818,0.001635896,0.0007504405,0.001373979],"category_scores_gemma":[0.0001644974,0.0009310262,0.0008615208,0.002365208,0.0007635488,0.0006760497,0.0001452761,0.001127302,0.000463859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009942867,"about_ca_system_score_gemma":0.001309614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005371046,"about_ca_topic_score_gemma":0.001824541,"domain_scores_codex":[0.9920458,0.0007494012,0.001520917,0.001667477,0.001511868,0.002504581],"domain_scores_gemma":[0.9965026,0.000255565,0.0005670374,0.001332276,0.0002094968,0.001133004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001758947,0.0006946333,0.9312814,0.001472248,0.0003616971,0.0006538767,0.0472225,0.0004863994,0.001257925,0.008357858,0.003461574,0.004574005],"study_design_scores_gemma":[0.002214621,0.0002440186,0.9195441,0.001279642,0.001171837,0.000009292417,0.009539889,0.003318943,0.0004288632,0.001748771,0.05819831,0.002301737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893721,0.002916269,0.0003588403,0.001141399,0.0006690408,0.001529058,0.0007326296,0.0007111367,0.002569483],"genre_scores_gemma":[0.9851292,0.0005949959,0.0001876018,0.0002432146,0.0005645851,0.00008149919,0.0002123725,0.0001425189,0.012844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05473673,"threshold_uncertainty_score":0.9999449,"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."}}