{"id":"W2525644948","doi":"","title":"Capítulo 5 – Aprendendo a ensinar com a vídeo conferência em salas de aula de língua estrangeira do ensino primário (Learning to teach with videoconferencing in primary foreign language classrooms)","year":2015,"lang":"pt","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Political science","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01086988,0.0007410906,0.0009483628,0.0007034223,0.0006959603,0.001513851,0.002036148,0.0008757367,0.0001622834],"category_scores_gemma":[0.006605375,0.0007913579,0.0002386323,0.001310148,0.0006873658,0.0003995174,0.001318665,0.002072147,0.0000824068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123516,"about_ca_system_score_gemma":0.005495701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01103267,"about_ca_topic_score_gemma":0.0421951,"domain_scores_codex":[0.9880657,0.007188268,0.0009379934,0.001421561,0.001055635,0.001330882],"domain_scores_gemma":[0.9920979,0.001989878,0.0008303314,0.001928062,0.002421937,0.0007318562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001602299,0.001455286,0.08247124,0.0004422858,0.0001724272,0.0001147079,0.7443573,0.00053133,0.003341398,0.05837069,0.002222283,0.1063608],"study_design_scores_gemma":[0.005605891,0.0000407766,0.0835482,0.01766648,0.0004084892,0.0002382312,0.7551654,0.008113633,0.02418156,0.01698158,0.08303845,0.005011302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7916656,0.0009211031,0.01655365,0.008062608,0.0001386394,0.001417484,0.00004693402,0.0007085361,0.1804854],"genre_scores_gemma":[0.965367,0.0002984441,0.01625036,0.0003285648,0.00004752581,0.0001763415,0.0002886368,0.0000994667,0.01714371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737013,"threshold_uncertainty_score":0.9995227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254612989117885,"score_gpt":0.2700463506444143,"score_spread":0.2475002207532355,"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."}}