{"id":"W4388491614","doi":"10.15396/lares-2023-4dqg","title":"O mercado de imóveis compactos na capital paulista sob o prisma do planejamento urbano e desenvolvimento orientado ao transporte","year":2023,"lang":"pt","type":"article","venue":"","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Political science; Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001592616,0.0007551228,0.000860369,0.0002721007,0.001391866,0.0007725146,0.001068404,0.0006179732,0.007293387],"category_scores_gemma":[0.00006598318,0.0007403827,0.0005029471,0.001869248,0.0006659599,0.0007899386,0.0001731577,0.0005520213,0.002971187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007692949,"about_ca_system_score_gemma":0.0006673344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009284283,"about_ca_topic_score_gemma":0.004550014,"domain_scores_codex":[0.9935442,0.0003581165,0.0009779063,0.001071918,0.001844991,0.002202928],"domain_scores_gemma":[0.9977042,0.0003124746,0.0002956338,0.0005001131,0.0001620021,0.001025589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008548201,0.0004027718,0.127199,0.0001285399,0.0006234432,0.0002892464,0.4730957,0.000009966351,0.0009478295,0.005239055,0.3910083,0.000970728],"study_design_scores_gemma":[0.002940677,0.0004617411,0.09796935,0.0003426018,0.0005447639,0.00000844813,0.5354244,0.0006634656,0.002945631,0.002194901,0.3535315,0.002972638],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638829,0.001804952,0.0001244864,0.004752167,0.001866392,0.001208925,0.0001619221,0.0009109306,0.02528736],"genre_scores_gemma":[0.7391324,0.0009032742,0.0001490448,0.0003439095,0.0003348034,0.00004105083,0.0002905622,0.00007300792,0.2587319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334446,"threshold_uncertainty_score":0.9999082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415745410884457,"score_gpt":0.3112610282198586,"score_spread":0.267103574111014,"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."}}