{"id":"W2586668084","doi":"10.18066/revistaunivap.v22i40.708","title":"A EDUCAÇÃO COM AMOREVOLEZZA: TRANSFORMANDO O ENSINO MÉDIO","year":2017,"lang":"pt","type":"article","venue":"Revista Univap","topic":"Rural and Ethnic Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Philosophy; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008604557,0.0002769284,0.0004629706,0.00008935955,0.00264935,0.0008567255,0.001054241,0.0002308416,0.001039809],"category_scores_gemma":[0.0002428931,0.0002597596,0.0002773103,0.0002122062,0.0006838087,0.0007481147,0.00007735311,0.0003659838,0.00084475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169363,"about_ca_system_score_gemma":0.0006240315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233783,"about_ca_topic_score_gemma":0.0003757938,"domain_scores_codex":[0.9978203,0.0002550691,0.0004272143,0.0004112256,0.0004597736,0.0006264652],"domain_scores_gemma":[0.9979901,0.0001007681,0.0004091276,0.0009671279,0.000171398,0.0003615319],"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":[0.0001225151,0.0005937648,0.01389389,0.0007569599,0.0001984895,0.00003536733,0.07276319,0.000002236889,0.0003421748,0.1885615,0.5837358,0.1389941],"study_design_scores_gemma":[0.0003787846,0.00007501061,0.02020326,0.0005340405,0.0001439385,0.000006153131,0.007985566,0.00006473534,0.00006492109,0.0005092629,0.9695897,0.0004446821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2984052,0.008449893,0.0002506248,0.2619478,0.006101583,0.001640429,0.00006254284,0.0001878059,0.4229541],"genre_scores_gemma":[0.6857055,0.003120011,0.00000993373,0.0002566685,0.001006266,0.00000634182,0.00001746021,0.00002081616,0.309857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3873003,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08006316875036319,"score_gpt":0.3788197977005832,"score_spread":0.29875662895022,"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."}}