{"id":"W4387064816","doi":"10.15210/pixo.v7i25.6682","title":"NA PELE VOU LEVAR MINHA CIDADE","year":2023,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"History, Culture, and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Petrel Robertson Consulting (Canada)","funders":"","keywords":"Humanities; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005933985,0.00214109,0.003091617,0.0007470766,0.004084279,0.0007372614,0.002427784,0.002912181,0.004347533],"category_scores_gemma":[0.002707604,0.002129173,0.001920262,0.003368531,0.0008740348,0.0009005694,0.0006177357,0.005621035,0.01580158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002206257,"about_ca_system_score_gemma":0.002618719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007882228,"about_ca_topic_score_gemma":0.0002345682,"domain_scores_codex":[0.9824499,0.004032017,0.003846511,0.002807268,0.002104807,0.004759443],"domain_scores_gemma":[0.9894408,0.002248893,0.002042983,0.00311781,0.0007822287,0.002367262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004229164,0.0004778363,0.01342578,0.005747857,0.0008323716,0.001042192,0.1179575,0.00005222333,0.01369015,0.005225671,0.8390601,0.002065395],"study_design_scores_gemma":[0.004521677,0.0003823902,0.01122972,0.002891815,0.000675488,0.00008143151,0.04639979,0.001665546,0.0002620911,0.0001706007,0.9291048,0.002614643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6657062,0.1182641,0.005599017,0.07076053,0.02195425,0.02201178,0.006004263,0.01070832,0.07899156],"genre_scores_gemma":[0.8032743,0.001749683,0.0002806708,0.008227524,0.003632413,0.0004849837,0.001315976,0.0005979937,0.1804365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1375681,"threshold_uncertainty_score":0.999133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07323012006849346,"score_gpt":0.3662891890149478,"score_spread":0.2930590689464543,"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."}}