{"id":"W4255783129","doi":"10.22478/ufpb.1516-1536.2019v21n3.50494","title":"EXPEDIENTE","year":2020,"lang":"en","type":"article","venue":"Revista Graphos","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universidade Federal da Paraíba; Universidade de São Paulo; Universidade do Porto; Universidade Federal Fluminense; Universidade Federal de Pernambuco; University of Alberta; Temple University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00107461,0.00172208,0.0008390333,0.002640181,0.001534838,0.003926957,0.001800608,0.001541472,0.5385213],"category_scores_gemma":[0.006096689,0.0004716089,0.001223537,0.001602675,0.0006887384,0.002808003,0.003056528,0.002510142,0.3963449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008970783,"about_ca_system_score_gemma":0.002140403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00437331,"about_ca_topic_score_gemma":0.007210354,"domain_scores_codex":[0.9985091,0.0003100279,0.00006275274,0.0002726193,0.0006562794,0.000189241],"domain_scores_gemma":[0.997276,0.0004536934,0.00006773225,0.00102943,0.0009022009,0.0002708858],"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":[0.0002044012,0.0001527555,0.000396125,0.0003078722,0.00002350597,0.0002849986,0.0001575427,0.000541401,0.001951563,0.02281121,0.6412222,0.3319466],"study_design_scores_gemma":[0.00002640362,0.0000188551,0.0001814399,0.00008330352,0.00001032663,0.0002835583,0.00008049374,0.0004833737,0.00086478,0.007022866,0.9909347,0.000009874887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004141291,0.001992375,0.06262062,0.005601113,0.008593067,0.0005591527,0.007845513,0.02692623,0.8817206],"genre_scores_gemma":[0.02154182,0.002023834,0.05903841,0.002197166,0.001372773,0.0003662098,0.009926908,0.009080209,0.8944526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4614787,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674504725451821,"score_gpt":0.251778593561476,"score_spread":0.2150335463069578,"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."}}