{"id":"W2253220631","doi":"","title":"AVALIAÇÃO E EXPANSÃO DA EDUCAÇÃO SUPERIOR EM PERIÓDICOS CIENTÍFICOS","year":2014,"lang":"pt","type":"article","venue":"11º Congresso Internacional da Rede Unida","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001730312,0.0007845171,0.0008130558,0.0006108366,0.001219012,0.001857086,0.002436637,0.0005544967,0.02155028],"category_scores_gemma":[0.001733255,0.0007878846,0.0005584072,0.0009923839,0.001021387,0.0008815103,0.0004866472,0.000932198,0.003638168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006313438,"about_ca_system_score_gemma":0.00157127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002762006,"about_ca_topic_score_gemma":0.002469427,"domain_scores_codex":[0.9930295,0.001190231,0.001137554,0.001263535,0.00177954,0.001599666],"domain_scores_gemma":[0.995544,0.0005561582,0.0005916171,0.001141021,0.0007766206,0.001390631],"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":[0.0002080577,0.001605091,0.01236431,0.0001819224,0.0004787931,0.00003439513,0.1870701,0.00001533138,0.001094197,0.4609567,0.2952098,0.04078128],"study_design_scores_gemma":[0.001191146,0.0002480617,0.004578789,0.0004333537,0.00008982932,0.00004105297,0.05521107,0.0009103902,0.0003292499,0.001072586,0.9348591,0.001035383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8541085,0.000684006,0.000246853,0.0367171,0.02178092,0.0008561239,0.0004300999,0.0003139407,0.08486246],"genre_scores_gemma":[0.8314116,0.0001715026,0.00007188599,0.004391738,0.00294274,0.00009955103,0.0001613786,0.00008781557,0.1606618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6396493,"threshold_uncertainty_score":0.9994572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924079652603671,"score_gpt":0.3525543079939929,"score_spread":0.3033135114679562,"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."}}