{"id":"W4214939806","doi":"10.1080/00098655.2022.2042170","title":"A Practical and Effective Response to Teaching during the Pandemic","year":2022,"lang":"en","type":"article","venue":"The Clearing House A Journal of Educational Strategies Issues and Ideas","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Experiential learning; Kindness; Restructuring; Learning environment; Constructivist teaching methods; Process (computing); Psychology; Flipped classroom; Computer science; Pedagogy; Mathematics education; Teaching method; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0101567,0.00008127763,0.0001282487,0.00008683294,0.002762895,0.0002856645,0.0002382074,0.0000206819,0.00006116412],"category_scores_gemma":[0.003545886,0.0000518695,0.00003367271,0.000181527,0.0002493201,0.0002927737,0.0001742481,0.0008211358,0.000001411204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765264,"about_ca_system_score_gemma":0.0004790704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008341125,"about_ca_topic_score_gemma":0.00005640735,"domain_scores_codex":[0.9959709,0.003149205,0.0002125689,0.0001095067,0.000380271,0.0001775339],"domain_scores_gemma":[0.9959465,0.003583778,0.0002016365,0.00009797383,0.0001008321,0.00006927933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002197674,0.00014601,0.0225129,0.00001779082,0.0001620975,0.00001067595,0.2755395,0.0006775511,0.004945002,0.6878063,0.001778022,0.004206454],"study_design_scores_gemma":[0.0003634929,0.0004323474,0.6384227,0.00005509112,0.00004838806,0.0004352057,0.2320082,0.0000159573,0.0000242748,0.07972115,0.04829319,0.0001800328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405348,0.0004010053,0.0000914047,0.05778779,0.000205509,0.000177344,7.56403e-7,0.00001268826,0.000788683],"genre_scores_gemma":[0.9962615,0.00006250431,0.002335012,0.0002363684,0.0004863938,0.00001401804,5.944564e-8,0.00001340747,0.0005907711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6159098,"threshold_uncertainty_score":0.9985354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926005165931781,"score_gpt":0.4335939611340575,"score_spread":0.3943339094747397,"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."}}