{"id":"W7161710063","doi":"10.9771/rp.v13i0.66075","title":"Empreendedores dos espaços públicos","year":2025,"lang":"","type":"article","venue":"Revista Prelúdios","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Class (philosophy); Argument (complex analysis); Rationality; Field (mathematics)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00128287,0.0006020109,0.0009301681,0.000274746,0.001476915,0.001284256,0.001359571,0.0005934542,0.002845147],"category_scores_gemma":[0.000596742,0.0006046608,0.000604836,0.002082204,0.000942961,0.0006242183,0.0005010432,0.0006012418,0.0009590136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004276262,"about_ca_system_score_gemma":0.001080693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005105301,"about_ca_topic_score_gemma":0.0001125381,"domain_scores_codex":[0.9951148,0.0007297423,0.0009929658,0.0009999357,0.0009993126,0.001163257],"domain_scores_gemma":[0.9977931,0.000437876,0.0003264355,0.0008057961,0.0002875709,0.000349211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001366841,0.0007782754,0.0276955,0.001499983,0.001487114,0.00006339412,0.06008507,0.000007840182,0.001164134,0.4592419,0.3588139,0.08902628],"study_design_scores_gemma":[0.0006615965,0.00007004958,0.004895211,0.000903208,0.000291435,7.559516e-7,0.004762966,0.0001122705,0.00076817,0.002452236,0.9843156,0.0007665039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1250768,0.08287052,0.001162839,0.01205016,0.003741801,0.004377316,0.00005625346,0.0008605397,0.7698038],"genre_scores_gemma":[0.7877259,0.006418853,0.000373581,0.0006671257,0.000471048,0.0000848383,0.00001400734,0.0000352827,0.2042093],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6626491,"threshold_uncertainty_score":0.999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626453938749014,"score_gpt":0.3201162044160328,"score_spread":0.3038516650285427,"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."}}