{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009067541,0.0001724285,0.0002220546,0.004182355,0.00125401,0.002546207,0.0005659963,0.0003755173,0.007995525],"category_scores_gemma":[0.004018007,0.0002160598,0.0003060898,0.007430848,0.001323716,0.001294605,0.002707477,0.0003575918,0.0007282867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109717,"about_ca_system_score_gemma":0.001430575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04093373,"about_ca_topic_score_gemma":0.07203919,"domain_scores_codex":[0.9988729,0.0003338603,0.00008188194,0.0001562937,0.0003109665,0.000243972],"domain_scores_gemma":[0.9963497,0.001041852,0.0009957107,0.0003010624,0.0009482762,0.0003633397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001298404,0.00004032454,0.9147568,0.000174139,0.00006098813,0.0003102782,0.0427201,0.0002512839,0.001165221,0.004291252,0.001215824,0.03488398],"study_design_scores_gemma":[0.000001672361,0.00003427731,0.9415728,0.00004206004,0.00001269874,0.0002181249,0.05260149,0.0001858323,0.0001211829,0.0004386079,0.004761396,0.000009807061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863708,0.0002775763,0.0005496101,0.0003188887,0.000004832382,0.00003337369,0.001182323,0.00002329346,0.01123934],"genre_scores_gemma":[0.9968453,0.0002767982,0.0004780505,0.00001804502,0.000004243338,0.00003325405,0.00045958,0.000006872618,0.001877791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04093373,"threshold_uncertainty_score":0.08139092,"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."}}