{"id":"W4309573274","doi":"10.15210/pixo.v6i23.4004","title":"DISTRIBUIÇÃO SOCIOESPACIAL DE PRAÇAS URBANAS E OCORRÊNCIAS CRIMINAIS EM ESPAÇOS PÚBLICOS","year":2022,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004883344,0.001228605,0.001688238,0.000578695,0.004647503,0.002492119,0.00260487,0.0005939118,0.01996287],"category_scores_gemma":[0.001537616,0.001426979,0.002009687,0.001819882,0.0007447377,0.0008442274,0.001236561,0.002689469,0.0004566635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003543267,"about_ca_system_score_gemma":0.0019082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444526,"about_ca_topic_score_gemma":0.001841149,"domain_scores_codex":[0.9871918,0.003813103,0.002168789,0.001798033,0.002163676,0.002864619],"domain_scores_gemma":[0.9944991,0.0007634702,0.001622219,0.001289683,0.0004502547,0.001375295],"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":[0.0009858967,0.003426239,0.07622106,0.001465823,0.001314398,0.001401323,0.1998982,0.00006962467,0.00528992,0.02457586,0.6625161,0.02283557],"study_design_scores_gemma":[0.002272146,0.001029373,0.01288136,0.0004654708,0.0009105352,0.0001742552,0.1133205,0.000809943,0.000307744,0.0004130365,0.8653728,0.002042882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904093,0.02426844,0.008735497,0.03339026,0.004008912,0.005469533,0.005173199,0.001112725,0.01374838],"genre_scores_gemma":[0.9610891,0.0002846469,0.00006151299,0.002625946,0.001782223,0.0006953753,0.0005002023,0.0002186705,0.03274234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028567,"threshold_uncertainty_score":0.9996114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06809231683853766,"score_gpt":0.3490791498427107,"score_spread":0.280986833004173,"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."}}