{"id":"W4301185209","doi":"10.7202/1092703ar","title":"Special Issue CJEAP 200: Pivotal Leadership During a Pandemic: Impacts on Educational Administration and Educational Policy in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Western University","funders":"","keywords":"Educational administration; Educational leadership; Administration (probate law); Pandemic; Political science; Public administration; Sociology; Economic growth; Pedagogy; Coronavirus disease 2019 (COVID-19); Higher education; Medicine; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003275071,0.00136926,0.001884701,0.003840278,0.007523487,0.01102545,0.005009089,0.01622625,0.078115],"category_scores_gemma":[0.009960329,0.0008783311,0.001544847,0.003083255,0.002817666,0.002890315,0.003551785,0.007083823,0.01176041],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02406711,"about_ca_system_score_gemma":0.05552174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5094483,"about_ca_topic_score_gemma":0.7040072,"domain_scores_codex":[0.9945745,0.00020349,0.0003003059,0.000261725,0.003496964,0.001163003],"domain_scores_gemma":[0.9820622,0.0027164,0.0008845683,0.0003684264,0.009303506,0.004664863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001212567,0.00001516105,0.0001934326,0.00007886023,0.000003963079,0.00006864093,0.00002315503,0.00002135309,0.00004395185,0.0001461666,0.9969459,0.00244724],"study_design_scores_gemma":[0.00005101807,0.00003391575,0.007817397,0.0006800862,0.00003552192,0.0002269846,0.0004537293,0.0002451234,0.0002089759,0.0008554955,0.9893273,0.0000643754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00245496,0.02663901,0.0002681121,0.4091572,0.4739398,0.0004696131,0.004361995,0.0006055267,0.0821037],"genre_scores_gemma":[0.0263516,0.04220515,0.0007713682,0.18759,0.4347177,0.0004507511,0.006110646,0.0005665881,0.3012362],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9759329,"threshold_uncertainty_score":0.9868813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07080659592079869,"score_gpt":0.3612678473172019,"score_spread":0.2904612513964032,"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."}}