{"id":"W4254048605","doi":"10.1590/s0102-46982014000400014","title":"[NO TITLE AVAILABLE]","year":2014,"lang":"pt","type":"article","venue":"Educação em Revista","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universidade Federal de São João del-Rei; Universidade Federal de Lavras; Universidade Federal de Ouro Preto; Universidade Estadual Paulista; Pontifícia Universidade Católica de São Paulo; Universidade Federal de Pernambuco; Universidade Federal do Paraná; Universidade Federal de Minas Gerais; Universidade Estadual de Campinas; Universidade Federal de Pelotas; Universidade Federal do Rio Grande do Sul; Universidade do Estado do Rio de Janeiro; Universitat de Barcelona; Universidade Federal de Santa Catarina; Universidade do Minho; Federation for the Humanities and Social Sciences","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003275358,0.0000978984,0.0001528449,0.00002467073,0.000468081,0.0001481409,0.0001423591,0.0000708635,0.04358334],"category_scores_gemma":[0.0001966003,0.00008343063,0.00009421395,0.0002083364,0.0001084126,0.0000526177,0.0000531674,0.0001073926,0.08819228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005004255,"about_ca_system_score_gemma":0.0001266552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001605802,"about_ca_topic_score_gemma":0.00008653235,"domain_scores_codex":[0.999131,0.0001007758,0.0001454565,0.0001897471,0.0001926822,0.0002403635],"domain_scores_gemma":[0.999449,0.00006088716,0.00006246434,0.0002292425,0.00009521912,0.0001031707],"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":[9.471082e-7,0.00002452867,0.000163772,0.0000304997,0.00001386387,6.305793e-7,0.00137386,2.437411e-7,0.00000151889,0.0180322,0.9778851,0.002472815],"study_design_scores_gemma":[0.00004623763,0.0000218786,0.0002305257,0.00004364209,0.00002620931,5.34974e-7,0.0005540393,0.00004783766,6.738478e-7,0.0000818159,0.9988288,0.0001177749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005999752,0.002947637,0.00002597237,0.001976875,0.003270738,0.000123505,0.000009800366,0.00003836816,0.9910071],"genre_scores_gemma":[0.05942151,0.0003075993,0.00004884983,0.0002873319,0.00267911,0.000004100513,0.000005372392,0.00001391768,0.9372322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05882154,"threshold_uncertainty_score":0.9572909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425000374369913,"score_gpt":0.3114833836738838,"score_spread":0.2772333799301847,"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."}}