{"id":"W4399408861","doi":"10.18764/2178-2229v30n3.2023.46","title":"EM DEFESA DE UMA ESCOLA REPUBLICANA E DO CONHECIMENTO COMO UM BEM COMUM","year":2023,"lang":"pt","type":"article","venue":"Cadernos de Pesquisa","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Epistemology; Philosophy","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":[0.00291071,0.0006389642,0.0008531974,0.0004006619,0.001315504,0.001258727,0.001934373,0.0009592781,0.003263212],"category_scores_gemma":[0.001340068,0.0007463336,0.0004490351,0.002461584,0.0009944956,0.0006569535,0.0005991213,0.001206002,0.004368557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441049,"about_ca_system_score_gemma":0.001317908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005525938,"about_ca_topic_score_gemma":0.007765916,"domain_scores_codex":[0.9926014,0.001194186,0.0009046022,0.001212511,0.001404266,0.002683045],"domain_scores_gemma":[0.9960883,0.0007138139,0.0004358202,0.001066602,0.0003308326,0.001364585],"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":[0.00008213509,0.0002343137,0.05817861,0.0002386128,0.0003287327,0.0005489936,0.1986036,0.00004855374,0.0005263974,0.01897843,0.7107225,0.01150913],"study_design_scores_gemma":[0.001294892,0.0002466315,0.04381404,0.000350128,0.0002448309,0.00002711035,0.1105539,0.001646912,0.0008588328,0.003412187,0.8362519,0.001298658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913057,0.005143309,0.0001235163,0.03211255,0.002785509,0.001465211,0.0002524726,0.001422747,0.04363773],"genre_scores_gemma":[0.913797,0.0005021738,0.0001479624,0.0026439,0.001649063,0.0001203134,0.00005904456,0.0001365057,0.08094402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255294,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0471180681831953,"score_gpt":0.3506657143692296,"score_spread":0.3035476461860343,"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."}}