{"id":"W2278876365","doi":"10.22409/contracampo.v0i06.465","title":"Do oral ao hipertextual: a biografia na produção cultural contemporânea","year":2008,"lang":"pt","type":"article","venue":"Revista Contracampo","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalsa Corporation","funders":"","keywords":"Humanities; Art; Sociology","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004714229,0.001097593,0.001737384,0.000204169,0.002198809,0.001461776,0.000613253,0.0002721673,0.002890641],"category_scores_gemma":[0.0003291584,0.0007891016,0.0008957569,0.0002619159,0.001621982,0.001217427,0.000174417,0.0007888968,0.0008676313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341437,"about_ca_system_score_gemma":0.0001605662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006242471,"about_ca_topic_score_gemma":0.0002149419,"domain_scores_codex":[0.9949856,0.0003846661,0.001438904,0.001162945,0.0007656178,0.001262252],"domain_scores_gemma":[0.9971182,0.0002666938,0.0005738115,0.0007982462,0.0007939941,0.0004490481],"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":[0.0005292369,0.0008730483,0.009712452,0.001025545,0.001618855,0.0008183282,0.3276879,7.482995e-7,0.0002529925,0.07012415,0.5767739,0.01058286],"study_design_scores_gemma":[0.002206709,0.0004080606,0.003046714,0.000713967,0.0003232306,0.0001875716,0.02152372,0.00004344818,0.00002136443,0.000041548,0.9702647,0.001218909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7553242,0.2032986,0.000007288778,0.003201871,0.003029458,0.002652518,0.001081075,0.0005335914,0.03087148],"genre_scores_gemma":[0.8770074,0.007370779,0.0000236444,0.001206411,0.002705999,0.0001174412,0.0003137985,0.00008658903,0.1111679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3934909,"threshold_uncertainty_score":0.9999103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07719857053657256,"score_gpt":0.2753320582059276,"score_spread":0.198133487669355,"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."}}