{"id":"W4386949373","doi":"10.15210/pixo.v7i24.5853","title":"ARQUITETURA HOSTIL E APOROFOBIA","year":2023,"lang":"pt","type":"article","venue":"PIXO - Revista de Arquitetura Cidade e Contemporaneidade","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"Economic and Social Research Council","keywords":"Computer science","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":[0.002428252,0.0004479961,0.0003736927,0.00138781,0.01198652,0.007472768,0.0007829178,0.001555657,0.0389111],"category_scores_gemma":[0.004172275,0.0002652052,0.0003743443,0.001469115,0.009948223,0.002604456,0.01055839,0.002337993,0.003025068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006202676,"about_ca_system_score_gemma":0.008223045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02141933,"about_ca_topic_score_gemma":0.04437511,"domain_scores_codex":[0.9962268,0.001728725,0.00009466074,0.0003446684,0.0005928972,0.00101235],"domain_scores_gemma":[0.997407,0.0006531333,0.000418723,0.0002119772,0.0004972407,0.0008118497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001840862,0.0002829561,0.02722515,0.0004817229,0.00002414039,0.002279385,0.4435363,0.000160583,0.002639693,0.3060948,0.05765689,0.1594345],"study_design_scores_gemma":[0.00001600073,0.00009431564,0.0219004,0.0003226445,0.00000933342,0.000841718,0.216427,0.0001086441,0.0003985899,0.01218809,0.7476603,0.00003292584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2960074,0.006206554,0.005002587,0.04145187,0.001030213,0.0002211729,0.0003131882,0.0002158361,0.6495512],"genre_scores_gemma":[0.8294131,0.002147485,0.001207213,0.003378877,0.0001865572,0.0001113488,0.0001021404,0.00005923535,0.163394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0389111,"threshold_uncertainty_score":0.1301706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06315711238631437,"score_gpt":0.3311174704635762,"score_spread":0.2679603580772618,"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."}}