{"id":"W2800341351","doi":"","title":"Bus ride: an ethnographic exercise in Cafezal Quarter <br>Passeio de ônibus: um exercício de etnografia no Bairro Cafezal","year":2006,"lang":"pt","type":"article","venue":"SHILAP Revista de lepidopterología","topic":"Urban and sociocultural dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ethnography; Gerontology; Humanities; Art; Geography; Medicine; Archaeology","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":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00495536,0.001323798,0.001772443,0.0007373813,0.001334921,0.001215466,0.002035851,0.002266309,0.0006827221],"category_scores_gemma":[0.0002963427,0.001355145,0.001030834,0.002158652,0.0016631,0.001201615,0.0002353881,0.002321681,0.0004555153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796314,"about_ca_system_score_gemma":0.0007744216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01903363,"about_ca_topic_score_gemma":0.03876367,"domain_scores_codex":[0.9883701,0.002854015,0.001842697,0.001774948,0.00116595,0.003992338],"domain_scores_gemma":[0.9959863,0.0003849033,0.0007549101,0.001282292,0.0004094011,0.001182207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001120523,0.002577938,0.7878823,0.0009433703,0.0002967819,0.001232234,0.09348115,0.0008699521,0.001928436,0.01104602,0.08769915,0.01092213],"study_design_scores_gemma":[0.006163307,0.001912838,0.6553314,0.002338809,0.001423932,0.0001183082,0.02064976,0.01700221,0.00005319544,0.004875161,0.2842263,0.005904876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769999,0.005248992,0.0002802031,0.005740549,0.001107939,0.001235608,0.0001735526,0.0004680993,0.008745091],"genre_scores_gemma":[0.9829643,0.002042976,0.001117817,0.001884946,0.001873113,0.0001805972,0.0002922244,0.000154565,0.009489431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1965271,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683937738383459,"score_gpt":0.2762577145164856,"score_spread":0.2594183371326509,"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."}}