{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002426441,0.0009486028,0.0009442141,0.001259357,0.002174895,0.004797514,0.001109042,0.004214855,0.09239914],"category_scores_gemma":[0.01375801,0.0003383268,0.0005743343,0.0006500934,0.001278147,0.003745721,0.003365582,0.007689808,0.06098436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003516168,"about_ca_system_score_gemma":0.007016329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003725388,"about_ca_topic_score_gemma":0.00614474,"domain_scores_codex":[0.9972391,0.0004745295,0.0001211289,0.0005831787,0.0012619,0.0003201501],"domain_scores_gemma":[0.9901023,0.0007214259,0.0004233003,0.0001705669,0.00348822,0.005094165],"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":[0.00001414906,0.00001567971,0.0001429081,0.0000560277,0.000002314395,0.0001053572,0.0001133283,0.00002371975,0.00006848069,0.000772341,0.9791294,0.01955634],"study_design_scores_gemma":[0.000003522179,0.00001724726,0.0001819418,0.0001002877,0.000001979702,0.0003041067,0.0002005695,0.00002843224,0.00005949457,0.0004229606,0.9986718,0.000007760083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001119281,0.03696826,0.001404143,0.7072306,0.216192,0.00008446394,0.000413304,0.0004723432,0.03611556],"genre_scores_gemma":[0.01346616,0.0342019,0.001224693,0.2940458,0.08679181,0.0001711119,0.0004324628,0.000705716,0.5689604],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09239914,"threshold_uncertainty_score":0.3091059,"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."}}