{"id":"W6959746692","doi":"10.11575/prism/39534","title":"Crisis and Opportunity: How Canadian Bachelor of Education Programs Responded to the Pandemic","year":2022,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Pandemic; Practicum; Equity (law); Coronavirus disease 2019 (COVID-19); Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003412424,0.0002758879,0.0002916049,0.002406765,0.01276608,0.006517736,0.002367092,0.001243671,0.0100417],"category_scores_gemma":[0.008355407,0.0002528763,0.0003395362,0.005063838,0.002954117,0.00176476,0.003666158,0.00216048,0.0005441243],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1200316,"about_ca_system_score_gemma":0.267374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992411,"about_ca_topic_score_gemma":0.9974419,"domain_scores_codex":[0.9950306,0.0005160616,0.00007315682,0.0002085145,0.001353643,0.002817947],"domain_scores_gemma":[0.9910546,0.0004853363,0.000244605,0.0001229413,0.002730298,0.005362356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001485345,0.0001892547,0.06345104,0.0006172828,0.00004382727,0.0006397879,0.09021752,0.001110527,0.001209069,0.03892429,0.4493152,0.3541337],"study_design_scores_gemma":[0.00001636368,0.00004176693,0.1377985,0.0003455753,0.00001469815,0.00007056088,0.08999912,0.0002456844,0.0001948559,0.0008643862,0.7703442,0.00006429276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3189868,0.01158924,0.001473519,0.1666872,0.003393714,0.0006344517,0.005740273,0.0003501931,0.4911445],"genre_scores_gemma":[0.841592,0.01289302,0.001707177,0.02283934,0.0003757997,0.0001718094,0.002575967,0.0001902344,0.1176547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8799684,"threshold_uncertainty_score":0.8708942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645098399085079,"score_gpt":0.2061978719422138,"score_spread":0.189746887951363,"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."}}