{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004920883,0.001403134,0.001786157,0.0004354635,0.0003336971,0.0003119243,0.0008659404,0.001658767,0.003527725],"category_scores_gemma":[0.0004201954,0.001399068,0.001097729,0.0009884062,0.00007010654,0.0002457671,0.00008316367,0.001785625,0.0006067606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008867438,"about_ca_system_score_gemma":0.0005842251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003596413,"about_ca_topic_score_gemma":0.008817864,"domain_scores_codex":[0.9946641,0.0003793997,0.001310143,0.001334699,0.0008242828,0.001487364],"domain_scores_gemma":[0.997322,0.0003398496,0.0003462961,0.0008144365,0.0003083328,0.0008690627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003404525,0.001403388,0.007835066,0.005833608,0.01455971,0.002556557,0.07276426,0.05145657,0.2041056,0.002483051,0.5829728,0.05062478],"study_design_scores_gemma":[0.004003008,0.001419756,0.006358468,0.0005681241,0.01072013,0.00008432181,0.02918996,0.8865221,0.02293781,0.0008381412,0.03000133,0.007356857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5238165,0.002660178,0.4081508,0.0007733171,0.01295148,0.004365967,0.000412692,0.004028391,0.04284063],"genre_scores_gemma":[0.8880922,0.0008425658,0.01323102,0.0004189116,0.002398606,0.0001676848,0.001451998,0.0004910622,0.09290592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8350655,"threshold_uncertainty_score":0.9998719,"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."}}