{"id":"W4308014686","doi":"10.15210/pixo.v6i20.20889","title":"BACURAU","year":2022,"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":"","keywords":"Philosophy; Humanities; Sociology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004144039,0.0009302205,0.001320507,0.0003298359,0.004173439,0.00150436,0.002360461,0.0003891737,0.01147744],"category_scores_gemma":[0.0005616826,0.001053957,0.0008799494,0.00212626,0.0007164472,0.000750424,0.001047194,0.001835736,0.0006280599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641056,"about_ca_system_score_gemma":0.001400209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042899,"about_ca_topic_score_gemma":0.0001606573,"domain_scores_codex":[0.9903672,0.002363146,0.001499703,0.001382523,0.002301051,0.002086362],"domain_scores_gemma":[0.9962925,0.0006653849,0.0009391859,0.0009595936,0.0002452587,0.0008981119],"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":[0.0004034729,0.000924236,0.04934121,0.0005395492,0.001048671,0.0009277632,0.3216977,0.00003847177,0.003194235,0.03772523,0.5769306,0.007228848],"study_design_scores_gemma":[0.001152757,0.000246751,0.002561271,0.0001339116,0.0002107133,0.00003466975,0.06427477,0.0001591145,0.00009284621,0.0004122224,0.9293652,0.001355818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6945241,0.105109,0.0003442269,0.05721239,0.006387423,0.005536492,0.0007789591,0.001738577,0.1283688],"genre_scores_gemma":[0.8326496,0.0007071904,0.0001085357,0.002693507,0.0009544541,0.0002254664,0.0001998321,0.000136815,0.1623246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524346,"threshold_uncertainty_score":0.9995322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933338424696734,"score_gpt":0.3082929035719028,"score_spread":0.2589595193249354,"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."}}