{"id":"W4383067255","doi":"10.31668/rt.v12i01.14173","title":"MAPEAMENTO DOS TERRENOS NÃO EDIFICADOS E ANÁLISE DOS VAZIOS URBANOS DE IPORÁ","year":2023,"lang":"pt","type":"article","venue":"Revista Territorial (ISSN 2317-0360)","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":"Humanities; Geography; Art","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":[0.003282981,0.001333632,0.001777101,0.0004887194,0.002028101,0.002397996,0.002399271,0.001433354,0.00281872],"category_scores_gemma":[0.001082265,0.001391568,0.001128208,0.002756965,0.000829946,0.001069812,0.0007383056,0.001287456,0.003846106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568638,"about_ca_system_score_gemma":0.001309588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216617,"about_ca_topic_score_gemma":0.0005589185,"domain_scores_codex":[0.9887638,0.001342118,0.002073272,0.001951157,0.002825245,0.003044375],"domain_scores_gemma":[0.9952932,0.0007222527,0.0008838889,0.001264103,0.000369014,0.001467513],"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":[0.0001751338,0.0004904771,0.01107647,0.0005297423,0.0005120971,0.000229226,0.08497074,0.000004640628,0.003787401,0.002181669,0.8908203,0.005222094],"study_design_scores_gemma":[0.00188106,0.0002699724,0.002938387,0.0008734595,0.0004080931,0.000003325819,0.01229509,0.0002122227,0.0004719879,0.0005352372,0.9783036,0.001807631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7194459,0.0206269,0.0002823335,0.03236964,0.1666079,0.01569276,0.001722799,0.007360897,0.03589092],"genre_scores_gemma":[0.7179343,0.003787596,0.000222134,0.0005049186,0.06051345,0.000460227,0.0006731274,0.0003562277,0.2155481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1796572,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925835271878516,"score_gpt":0.3282725011573135,"score_spread":0.2790141484385284,"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."}}