{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001865151,0.0002926312,0.000276723,0.002153365,0.002369688,0.00259816,0.0008617879,0.0007518432,0.00777623],"category_scores_gemma":[0.004217656,0.0003451359,0.0003891946,0.002277453,0.001730393,0.001301085,0.002382803,0.0006531476,0.001115261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003302813,"about_ca_system_score_gemma":0.008019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08896782,"about_ca_topic_score_gemma":0.1184837,"domain_scores_codex":[0.9986126,0.0002896467,0.0001032371,0.0002273893,0.0005041355,0.0002629458],"domain_scores_gemma":[0.997494,0.0004198322,0.0003340843,0.0007367263,0.0007020438,0.0003132825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003445665,0.0003061517,0.0830551,0.0007962874,0.00006149883,0.0007526785,0.02149081,0.004454967,0.02589512,0.06123213,0.01321635,0.7883943],"study_design_scores_gemma":[0.0001115062,0.001488993,0.3286122,0.00109402,0.0001794265,0.001094633,0.03357495,0.01089404,0.02085879,0.01289894,0.5890067,0.0001858133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7785251,0.001281684,0.03116827,0.003130911,0.0001421485,0.0009227451,0.001340218,0.001607917,0.1818809],"genre_scores_gemma":[0.9565702,0.0005528264,0.02213345,0.0001408145,0.00001956886,0.0002006659,0.000396209,0.00008251931,0.0199037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08896782,"threshold_uncertainty_score":0.1769,"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."}}