{"id":"W3114926942","doi":"10.18162/ritpu-2020-v17n2-02","title":"The Impact of COVID-19 on Higher Education and Educational Technology – Part 1","year":2020,"lang":"en","type":"article","venue":"Revue internationale des technologies en pédagogie universitaire","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mathematics education; Virology; Medicine; Psychology; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001637465,0.0001195246,0.0001245208,0.0002623443,0.0005771628,0.00004765569,0.0008392182,0.0001820832,0.0002847415],"category_scores_gemma":[0.003620986,0.0001057643,0.00008150109,0.0006062016,0.001291423,0.0002318624,0.000192901,0.0001950373,0.00003180654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000973473,"about_ca_system_score_gemma":0.001418901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002408984,"about_ca_topic_score_gemma":0.00009711181,"domain_scores_codex":[0.9990968,0.00007657709,0.0001751222,0.0002627795,0.0002010553,0.0001877193],"domain_scores_gemma":[0.9983718,0.0007881378,0.00019685,0.000225316,0.0003167879,0.0001010451],"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":[0.00004165506,0.0001483137,0.06156564,0.00003561651,0.0001283788,0.000003343394,0.007208661,0.0001085119,0.00008532259,0.7967424,0.03814609,0.0957861],"study_design_scores_gemma":[0.0002941198,0.0002460522,0.007903326,0.0001045005,0.00002587425,0.00000716029,0.1217934,0.00002513756,0.0001345798,0.07666124,0.792569,0.0002356293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5975208,0.001597931,0.00003283918,0.3738106,0.0004602111,0.0003373885,0.00003613507,0.0004260828,0.02577799],"genre_scores_gemma":[0.964599,0.001755792,0.0002634708,0.0001117314,0.0001361922,0.0000220474,0.00001189902,0.000008672121,0.03309119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7544229,"threshold_uncertainty_score":0.4758302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06506722037269118,"score_gpt":0.3681515944500063,"score_spread":0.3030843740773151,"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."}}