{"id":"W4362653413","doi":"10.1016/j.ijedro.2023.100233","title":"Factors that influence beginning teacher retention during the COVID-19 pandemic: Findings from one Canadian province","year":2023,"lang":"en","type":"review","venue":"International Journal of Educational Research Open","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Lethbridge","funders":"","keywords":"Attrition; Pandemic; Coronavirus disease 2019 (COVID-19); Passion; Psychology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Perception; Medical education; Pedagogy; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003158722,0.0002545056,0.0005193705,0.0009896614,0.001008232,0.002467197,0.003636505,0.0001370678,0.01165192],"category_scores_gemma":[0.005989068,0.0001726147,0.0002609563,0.000150647,0.0003416896,0.001499308,0.0004345677,0.001596008,0.0002714195],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002699481,"about_ca_system_score_gemma":0.01332676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1415741,"about_ca_topic_score_gemma":0.2205985,"domain_scores_codex":[0.9961084,0.0006568606,0.0008252039,0.000351477,0.001672478,0.0003855915],"domain_scores_gemma":[0.9910964,0.005614238,0.0009737701,0.0002938034,0.001544836,0.0004769785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003789382,0.00201624,0.06218926,0.007652673,0.01445551,0.0001648852,0.234889,0.00006592397,0.000006900907,0.2719738,0.2487179,0.157489],"study_design_scores_gemma":[0.000130844,0.00002552358,0.002576469,0.002822387,0.00009109326,0.00003133219,0.01112208,5.757652e-7,1.939598e-7,0.002632193,0.9803867,0.0001806487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.036084,0.874382,8.892696e-7,0.06987206,0.004320472,0.001722196,0.0008340807,0.00001802937,0.0127663],"genre_scores_gemma":[0.0133538,0.9337417,0.00002129774,0.0002819893,0.002668829,0.000148275,0.0003612733,0.00006499184,0.04935781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7316688,"threshold_uncertainty_score":0.9985684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7091227546849126,"score_gpt":0.544802566614996,"score_spread":0.1643201880699166,"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."}}