{"id":"W3190355843","doi":"10.14295/momento.v30i01.13140","title":"ENTREVISTA COM O PROF. DR. NEWTON DUARTE","year":2021,"lang":"pt","type":"article","venue":"Momento","topic":"Rural and Ethnic Education","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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003673904,0.0001395694,0.0001895561,0.0000298546,0.0004078548,0.0002164013,0.0001960119,0.0001091091,0.003522414],"category_scores_gemma":[0.00008696516,0.0001410814,0.0001059242,0.0005095554,0.00009612337,0.0002085115,0.00005379657,0.0001450432,0.00102201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287808,"about_ca_system_score_gemma":0.0003657593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223754,"about_ca_topic_score_gemma":0.0009272448,"domain_scores_codex":[0.9982711,0.0002618718,0.0002620045,0.0003336723,0.0004354854,0.0004358381],"domain_scores_gemma":[0.9992271,0.00006248924,0.0001096243,0.0002600002,0.0001313897,0.0002093858],"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":[0.000003473428,0.0001714529,0.002433131,0.00004385486,0.00002579587,0.000007105704,0.01593259,0.000001333458,0.0005235178,0.003604263,0.9771083,0.0001451867],"study_design_scores_gemma":[0.0001836229,0.00003469282,0.003663362,0.000077623,0.00003729912,9.732736e-7,0.01594317,0.00002646414,0.0005736941,0.0009606985,0.9783281,0.0001702687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001540406,0.002138322,0.00001257375,0.9799514,0.001964734,0.0002319266,0.00000893861,0.00004311016,0.01410857],"genre_scores_gemma":[0.0009244593,0.0006588081,4.278509e-8,0.0006883282,0.0006062585,0.00001135071,0.00004571145,0.000009785478,0.9970552],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9829467,"threshold_uncertainty_score":0.9997558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06113443092635515,"score_gpt":0.358764147859244,"score_spread":0.2976297169328889,"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."}}