{"id":"W4414798367","doi":"10.17771/pucrio.acad.73295","title":"METODOLOGIA DE PERCEPÇÃO SENSORIAL URBANA: PROPOSTA E APLICAÇÃO EM BERLIM, VANCOUVER, ESTRASBURGO E RIO DE JANEIRO","year":2020,"lang":"pt","type":"dissertation","venue":"","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject matter; Perspective (graphical); Amortization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002038334,0.0007257416,0.000656077,0.002666516,0.001809481,0.006549353,0.001762245,0.0006623495,0.003421454],"category_scores_gemma":[0.005092082,0.0005942423,0.0004967841,0.006234168,0.0008667422,0.0009184316,0.001320601,0.0006360979,0.0005684122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008266194,"about_ca_system_score_gemma":0.007370265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7372577,"about_ca_topic_score_gemma":0.8382455,"domain_scores_codex":[0.9989734,0.0002967225,0.00004470361,0.0001758145,0.0003870364,0.0001224309],"domain_scores_gemma":[0.9980525,0.0006064845,0.00007211635,0.00006585936,0.001091027,0.0001121264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003464827,0.0004436339,0.3717493,0.002072425,0.000269927,0.00162621,0.05759354,0.01674682,0.005140021,0.01035177,0.009354481,0.5243055],"study_design_scores_gemma":[0.00007991604,0.0003753945,0.6545496,0.0009716793,0.0005468186,0.0009308406,0.1720758,0.08352724,0.00475424,0.004034936,0.07791957,0.0002340496],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8885897,0.004383504,0.03252806,0.001145586,0.0001397445,0.001156249,0.001992692,0.0004423863,0.06962216],"genre_scores_gemma":[0.9616867,0.00242529,0.02318639,0.0001046858,0.0000140243,0.0002873082,0.0007841863,0.00005564753,0.01145568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2627423,"threshold_uncertainty_score":0.5285792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733976555961399,"score_gpt":0.236880789976855,"score_spread":0.219541024417241,"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."}}