{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005015179,0.001567323,0.002071102,0.0007464818,0.002277894,0.003071904,0.002612512,0.001314058,0.002393509],"category_scores_gemma":[0.001964767,0.001630212,0.001224365,0.005268202,0.001348533,0.001387406,0.0007750975,0.001680271,0.006813622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009634742,"about_ca_system_score_gemma":0.001355392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009411802,"about_ca_topic_score_gemma":0.0003453273,"domain_scores_codex":[0.988105,0.001459026,0.002256212,0.002072591,0.002463593,0.003643585],"domain_scores_gemma":[0.9937878,0.001424563,0.001184652,0.001459606,0.0005854698,0.001557891],"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":[0.0002838213,0.0003986972,0.04999423,0.001255963,0.001161493,0.00144875,0.1959353,0.00001421949,0.007340635,0.01681209,0.715115,0.0102399],"study_design_scores_gemma":[0.001787201,0.0002236482,0.01946503,0.001100648,0.0003969375,0.00002688165,0.04161111,0.0003829392,0.0004958063,0.0007459166,0.931219,0.002544824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8559126,0.03275008,0.0001996455,0.04270605,0.005330388,0.004585692,0.000480723,0.004378076,0.05365672],"genre_scores_gemma":[0.7954971,0.003822427,0.0001069354,0.001713666,0.001963988,0.0001389193,0.0004783227,0.0002408129,0.1960378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2161041,"threshold_uncertainty_score":0.9999824,"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."}}