{"id":"W4280496465","doi":"10.51891/rease.v8i4.5159","title":"ENSINO DA LÍNGUA INGLESA EM TEMPOS DE ENSINO REMOTO","year":2022,"lang":"pt","type":"article","venue":"Revista Ibero-Americana de Humanidades, Ciências e Educação","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Philosophy; Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002420804,0.0009994796,0.001349127,0.0008319104,0.003769227,0.002002973,0.002530184,0.000420072,0.004717478],"category_scores_gemma":[0.002469475,0.001212903,0.0006416168,0.0036125,0.0014441,0.0005505934,0.001067856,0.002006281,0.0004050892],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005511943,"about_ca_system_score_gemma":0.006211564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007256575,"about_ca_topic_score_gemma":0.001299417,"domain_scores_codex":[0.9909296,0.001669602,0.001439429,0.001679786,0.001733349,0.00254826],"domain_scores_gemma":[0.9947031,0.0007636124,0.00132174,0.001817648,0.0004042888,0.0009895734],"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":[0.0001252969,0.002635273,0.01698085,0.0004591709,0.0004484024,0.0003615092,0.2049453,0.00006539272,0.001583419,0.07004352,0.6029286,0.09942321],"study_design_scores_gemma":[0.0003615733,0.0004514928,0.004336374,0.0001769798,0.0001885779,0.0001371939,0.335517,0.00004264554,0.0001369918,0.001424055,0.6559242,0.001302948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273834,0.01058851,0.0001534076,0.01000123,0.002412038,0.001899674,0.0002174609,0.001362939,0.04598137],"genre_scores_gemma":[0.9430784,0.0008563636,0.0009375216,0.006180638,0.001143953,0.0002105944,0.0001032831,0.0002009489,0.04728829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1305716,"threshold_uncertainty_score":0.9994223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06217292183520501,"score_gpt":0.3364363749370456,"score_spread":0.2742634531018406,"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."}}