{"id":"W4389128520","doi":"10.5151/2594-5335-0063","title":"SEGREGAÇÃO DAS REDES DE TI E TA DA V&M DO BRASIL","year":2007,"lang":"pt","type":"article","venue":"ABM Proceedings","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Humanities; Computer science; Physics; Political science; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007048169,0.0004011956,0.0004196319,0.0003050061,0.001119506,0.00068929,0.00189509,0.001243631,0.002126362],"category_scores_gemma":[0.004115012,0.0004122155,0.0002025731,0.001597921,0.0009972166,0.001154633,0.0006131117,0.001853888,0.001297291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006708846,"about_ca_system_score_gemma":0.0005607727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927039,"about_ca_topic_score_gemma":0.0001968897,"domain_scores_codex":[0.9943954,0.0000581752,0.0006126727,0.0008713349,0.001875466,0.002186938],"domain_scores_gemma":[0.9973489,0.000480446,0.0003506927,0.0002529302,0.0005983858,0.0009686377],"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":[0.0001205191,0.0001194282,0.1203524,0.0001601965,0.0001100707,0.00003693359,0.08711129,8.247293e-7,0.003395051,0.0357992,0.7433635,0.009430623],"study_design_scores_gemma":[0.0008197436,0.0002472195,0.009512582,0.0005050338,0.0001014907,0.00004148753,0.09367698,0.00007931767,0.003268779,0.0135002,0.8772126,0.001034518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5626081,0.001228012,0.0003295649,0.01197062,0.0007015249,0.0007969716,0.00002177472,0.0003309658,0.4220125],"genre_scores_gemma":[0.9254756,0.001216968,0.0008049174,0.001039413,0.001898275,0.00001730892,0.000004496485,0.00005691643,0.06948613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3628675,"threshold_uncertainty_score":0.999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164915328056277,"score_gpt":0.4341796740795025,"score_spread":0.3176881412738749,"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."}}