{"id":"W4249148210","doi":"10.26522/jiste.v25i1.3655","title":"Learning to Teach in Higher Education... Online... During a Pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of the International Society for Teacher Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Adventure; Context (archaeology); Psychology; Daughter; Identity (music); Pedagogy; Pandemic; Higher education; Coronavirus disease 2019 (COVID-19); Mathematics education; Sociology; Art; History; Aesthetics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001851525,0.0002054262,0.0002163802,0.000230588,0.008211938,0.004610668,0.0005717594,0.001720487,0.0213427],"category_scores_gemma":[0.004748255,0.0001418842,0.0002237415,0.0002483795,0.00372025,0.004122259,0.006701927,0.004302557,0.003942408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602106,"about_ca_system_score_gemma":0.002786045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002303988,"about_ca_topic_score_gemma":0.007644003,"domain_scores_codex":[0.9982414,0.0009179621,0.00002919429,0.00009486502,0.0001881093,0.0005284399],"domain_scores_gemma":[0.9946384,0.0007666916,0.000413839,0.000175401,0.0002119724,0.003793758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001275751,0.0006077258,0.03403703,0.0005541629,0.00003232883,0.003545903,0.4106273,0.0003881881,0.004181017,0.03167739,0.3143204,0.1999009],"study_design_scores_gemma":[0.00001761009,0.0002436814,0.01268217,0.0003766741,0.000007750807,0.001374338,0.3842333,0.0001249139,0.0004429483,0.006642486,0.5938154,0.00003872057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5319719,0.003062284,0.003539836,0.1826319,0.004742171,0.0001944905,0.0003523482,0.0003941287,0.273111],"genre_scores_gemma":[0.9236881,0.001667547,0.001475833,0.01976087,0.0007116795,0.00008933151,0.000109772,0.00008370593,0.05241322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0213427,"threshold_uncertainty_score":0.07139844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05994887035262465,"score_gpt":0.3916691479276925,"score_spread":0.3317202775750679,"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."}}