{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003389025,0.0005015475,0.001423737,0.003081397,0.002145427,0.002493133,0.001524137,0.0008165563,0.001886527],"category_scores_gemma":[0.00880295,0.0003295373,0.0008051121,0.007929614,0.0008282448,0.000708502,0.001059983,0.0009111285,0.0001820218],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0186862,"about_ca_system_score_gemma":0.1126534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9409584,"about_ca_topic_score_gemma":0.9762646,"domain_scores_codex":[0.9985055,0.0002249061,0.0001741643,0.000134341,0.0006811394,0.0002800372],"domain_scores_gemma":[0.9953288,0.001156277,0.0006613971,0.00007211935,0.002169633,0.0006117305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005330286,0.0002574669,0.07811725,0.147198,0.001226064,0.001593117,0.02482185,0.0003858249,0.000647094,0.002032875,0.02123744,0.72195],"study_design_scores_gemma":[0.0001661779,0.0004116371,0.5722539,0.1477428,0.004330195,0.001252056,0.04002424,0.0001858346,0.0006030758,0.0004254112,0.2323987,0.000205962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03124927,0.9622319,0.00008108353,0.00164432,0.0001330558,0.0001595169,0.000604927,0.000007548369,0.003888319],"genre_scores_gemma":[0.1339185,0.8638656,0.0003904286,0.0005241185,0.00004044757,0.00008598445,0.0003747023,0.000006196385,0.0007939701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9813138,"threshold_uncertainty_score":0.1355785,"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."}}