{"id":"W2344049671","doi":"10.35699/2237-5864.2011.2018","title":"A informática em questão no ensino a distância","year":2011,"lang":"pt","type":"article","venue":"Revista Docência do Ensino Superior","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Humanities; Physics; Philosophy; Psychology; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007901753,0.000739484,0.0009862013,0.0003357448,0.0008563807,0.001577739,0.001093152,0.0006984282,0.003677171],"category_scores_gemma":[0.003070047,0.0007067182,0.0005103671,0.001435784,0.001258586,0.001245249,0.0003881184,0.0006356931,0.007290717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005135449,"about_ca_system_score_gemma":0.001287052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007265959,"about_ca_topic_score_gemma":0.0005129604,"domain_scores_codex":[0.9953114,0.0002480224,0.001178537,0.0009404816,0.0009281175,0.001393476],"domain_scores_gemma":[0.9965647,0.0002125591,0.0003946793,0.001322837,0.0008753632,0.0006298558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003744761,0.001619395,0.04872252,0.0009317108,0.0003696432,0.0003271731,0.2311862,2.036949e-7,0.0005952992,0.4555818,0.1376265,0.1226651],"study_design_scores_gemma":[0.0005124162,0.0003965669,0.02036678,0.0006205376,0.0001801983,0.00004591964,0.06843737,0.00001412898,0.0003521002,0.001021099,0.9066314,0.001421504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7283669,0.005251677,0.00004823421,0.001471034,0.002097567,0.00141968,0.0001367809,0.00123504,0.2599731],"genre_scores_gemma":[0.9730672,0.001129011,0.0008173567,0.001206365,0.0005180084,0.00004145326,0.00002962257,0.00008426928,0.02310668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7690049,"threshold_uncertainty_score":0.9995384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05918137238114259,"score_gpt":0.3069730644136208,"score_spread":0.2477916920324782,"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."}}