{"id":"W3169094214","doi":"10.1111/jcal.12574","title":"The pandemic semesters: Examining public opinion regarding online learning amidst <scp>COVID</scp> ‐19","year":2021,"lang":"en","type":"article","venue":"Journal of Computer Assisted Learning","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Online learning; Sentiment analysis; Pandemic; Bigram; Educational technology; Distance education; Computer science; Psychology; Mathematics education; World Wide Web; Artificial intelligence; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409536,0.000135018,0.0001602425,0.0006855149,0.0007164232,0.001404074,0.0002320081,0.0005638398,0.002374527],"category_scores_gemma":[0.0064352,0.00009452552,0.0002523539,0.0006140554,0.0004762192,0.0015167,0.001115614,0.0008284276,0.0004693258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009456938,"about_ca_system_score_gemma":0.0005655891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00831979,"about_ca_topic_score_gemma":0.01078601,"domain_scores_codex":[0.9993401,0.000226647,0.00004846916,0.00006566042,0.0001525329,0.0001666134],"domain_scores_gemma":[0.9956527,0.001678812,0.001424216,0.0001283562,0.0006157331,0.000500134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005500329,0.0002676557,0.832286,0.0005849086,0.00007317825,0.000990149,0.08406289,0.0003282359,0.00322146,0.001605471,0.01800763,0.0580224],"study_design_scores_gemma":[0.00001131694,0.0003354376,0.7552089,0.0002664517,0.00003248168,0.0002234584,0.2207302,0.001397981,0.0008364308,0.0003815998,0.02052715,0.00004863561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912654,0.0001391948,0.0001611985,0.001817651,0.00006476025,0.00004706267,0.001146621,0.000009185324,0.005348979],"genre_scores_gemma":[0.9973133,0.0002267597,0.000181351,0.0005442333,0.00007501919,0.00004661363,0.0006606253,0.000007045697,0.0009450916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00831979,"threshold_uncertainty_score":0.01654273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0950344212921978,"score_gpt":0.3482148718889596,"score_spread":0.2531804505967618,"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."}}