{"id":"W3195021010","doi":"10.1007/s42438-021-00252-6","title":"Teaching in the Age of Covid-19 - A Longitudinal Study","year":2021,"lang":"en","type":"article","venue":"Postdigital Science and Education","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Longitudinal study; Virology; Medicine; Psychology; Geography; Internal medicine; Outbreak; Pathology; Infectious disease (medical specialty); Disease","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":[0.002111307,0.0003912202,0.0009196448,0.001941714,0.0052333,0.003785686,0.001178273,0.002170524,0.003423309],"category_scores_gemma":[0.004306972,0.0008087499,0.0008538345,0.002669909,0.00115704,0.003280606,0.00314549,0.006445778,0.001817396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002688005,"about_ca_system_score_gemma":0.004802541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1413566,"about_ca_topic_score_gemma":0.1926531,"domain_scores_codex":[0.9979899,0.0003138591,0.0001092881,0.0002618882,0.0003199945,0.001004984],"domain_scores_gemma":[0.9928588,0.0002790157,0.001614324,0.0002798736,0.001404808,0.003563279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001398458,0.001265764,0.9915788,0.000008908578,0.00002116842,0.0001385413,0.004326624,0.000009303278,0.00009481889,0.00007197451,0.0004740382,0.001870243],"study_design_scores_gemma":[0.000010157,0.00028407,0.9838269,0.00003083196,0.00001668414,0.0001341331,0.01441611,0.00003700616,0.00004766758,0.00004194523,0.001140727,0.00001386063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978074,0.0002242875,0.00002887541,0.0003142545,0.00002776238,0.00003315998,0.0004260302,0.000004237598,0.001134061],"genre_scores_gemma":[0.9959292,0.0003570425,0.00005067108,0.0003131414,0.00003354582,0.00007054292,0.0007708363,0.000009043314,0.002466076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1413566,"threshold_uncertainty_score":0.2810676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300158322770035,"score_gpt":0.4962747555144016,"score_spread":0.3662589232373982,"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."}}