{"id":"W2761978716","doi":"10.54446/bcg.v7i1.241","title":"As classes sociais e o empresariamento na produção da Linha 4-Amarela do metrô de São Paulo (Brasil)","year":2017,"lang":"pt","type":"article","venue":"Boletim Campineiro de Geografia","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00312854,0.001044476,0.001214149,0.0002642377,0.005485815,0.004246851,0.003086629,0.001319526,0.002401438],"category_scores_gemma":[0.002327265,0.001095909,0.0008725094,0.0006359981,0.001437904,0.001057033,0.001088656,0.001122842,0.001312832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008965216,"about_ca_system_score_gemma":0.001863315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186499,"about_ca_topic_score_gemma":0.006376492,"domain_scores_codex":[0.992021,0.0008174012,0.001040172,0.001577093,0.00182474,0.002719606],"domain_scores_gemma":[0.9952139,0.0003465547,0.001137978,0.001734111,0.0004695159,0.001097892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001641817,0.001010336,0.5227075,0.000284066,0.001466135,0.0003654069,0.1869737,0.000012493,0.0008883289,0.003452317,0.266472,0.01620346],"study_design_scores_gemma":[0.003033234,0.0005535734,0.3267003,0.0008343845,0.0009722976,0.00002612752,0.0936377,0.0002480547,0.00152137,0.008334479,0.5606527,0.003485727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9123421,0.009497705,0.0001913137,0.01206314,0.003272082,0.00198129,0.0001400036,0.0005812134,0.05993111],"genre_scores_gemma":[0.8703347,0.002548785,0.001130537,0.001192911,0.001807746,0.0001833483,0.00007491918,0.000146833,0.1225802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2941807,"threshold_uncertainty_score":0.999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336012826684496,"score_gpt":0.3470304944128023,"score_spread":0.3036703661459573,"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."}}