{"id":"W4361858991","doi":"10.30681/rln.v2i4.6828","title":"CRENÇAS E ENSINO DE LÍNGUAS – UMA ENTREVISTA COM ANA MARIA FERREIRA BARCELOS","year":2012,"lang":"pt","type":"article","venue":"Revista de Letras Norte mentos","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001916375,0.0006615289,0.0007697997,0.0003465547,0.001151132,0.00245999,0.0006848556,0.0002504785,0.0217923],"category_scores_gemma":[0.0005854345,0.0006546816,0.0003924459,0.0002312327,0.0003952858,0.0002386787,0.0002412282,0.0008875208,0.001518086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008775907,"about_ca_system_score_gemma":0.0006940687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714269,"about_ca_topic_score_gemma":0.0001336232,"domain_scores_codex":[0.9946105,0.0006183738,0.001010852,0.0006229308,0.0008949406,0.002242433],"domain_scores_gemma":[0.9965149,0.0003920154,0.0003706897,0.001049955,0.0004786507,0.001193757],"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":[0.0001069091,0.001509223,0.1061953,0.001733102,0.000680931,0.0001120328,0.04336091,0.000003708044,0.0004169104,0.3497452,0.4908215,0.005314205],"study_design_scores_gemma":[0.0006168173,0.0001209957,0.0101253,0.0003856575,0.0004036365,0.00003530431,0.003519199,0.0006289729,0.0001081267,0.0001471592,0.9831437,0.000765125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6588932,0.05693285,0.001833714,0.02641931,0.007707257,0.004981964,0.001698652,0.0005414882,0.2409916],"genre_scores_gemma":[0.8942538,0.0009000852,0.00009756551,0.00189165,0.006086818,0.00005131595,0.0002979843,0.0001268699,0.09629386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4923221,"threshold_uncertainty_score":0.9995905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05996559630309794,"score_gpt":0.3192632688114849,"score_spread":0.2592976725083869,"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."}}