{"id":"W7140153285","doi":"","title":"Crisis and Opportunity: How Canadian Bachelor of Education Programs Responded to the Pandemic","year":2022,"lang":"en","type":"book","venue":"Open MIND","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Practicum; Bachelor; Pandemic; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008986717,0.0001080094,0.0001699104,0.0001129842,0.0006076984,0.0002565726,0.0007570726,0.0001301216,0.002807671],"category_scores_gemma":[0.0001544372,0.00007478458,0.00004368781,0.0002007064,0.0001464587,0.00009715919,0.0001756844,0.0001866986,0.00002773552],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006931283,"about_ca_system_score_gemma":0.02122533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4535155,"about_ca_topic_score_gemma":0.7387797,"domain_scores_codex":[0.9989908,0.000100406,0.0001429309,0.0002088085,0.0003177518,0.0002392505],"domain_scores_gemma":[0.9990013,0.0000314998,0.0001441976,0.0002282557,0.0001360755,0.0004586195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009135719,0.00003114344,0.0001239623,0.000006570815,0.00002952098,5.586808e-7,0.02251846,2.604849e-7,4.304986e-7,0.004147846,0.4833859,0.4897462],"study_design_scores_gemma":[0.00002953033,0.00003697532,0.0003775465,0.0000238707,0.00002687434,0.00000180133,0.05129809,1.100536e-7,3.828869e-7,0.001498497,0.9466025,0.0001038297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007001124,0.0002786902,7.104912e-8,0.05339508,0.0006066947,0.00134402,0.0001599668,0.000001120741,0.9372132],"genre_scores_gemma":[0.007920416,0.000146462,0.000113573,0.0011449,0.0002874048,0.00009597163,0.0002373756,0.00001111872,0.9900428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4896424,"threshold_uncertainty_score":0.9981039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08807413183719341,"score_gpt":0.3716563204516181,"score_spread":0.2835821886144247,"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."}}