{"id":"W3084635989","doi":"","title":"Principal Leadership and Prioritizing Equity in an Era of Work Intensification: Must Wellbeing Be Sacrificed?.","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Equity (law); Work (physics); Principal (computer security); Sociology; Political science; Public relations; Psychology; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01494017,0.0002374808,0.0003715483,0.0008274379,0.008012827,0.0112219,0.001022746,0.004048341,0.008160323],"category_scores_gemma":[0.02293715,0.0002134223,0.0002340412,0.001013722,0.0177513,0.008162809,0.008766972,0.006055202,0.0006186848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064327,"about_ca_system_score_gemma":0.03921548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03778718,"about_ca_topic_score_gemma":0.09518439,"domain_scores_codex":[0.9894249,0.004899017,0.0001684022,0.0004376741,0.001245275,0.003824557],"domain_scores_gemma":[0.9800197,0.004745199,0.001705906,0.0005235863,0.002351779,0.0106539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001649047,0.0002117913,0.02216595,0.0002881713,0.00004855628,0.0003436479,0.04587433,0.0004359923,0.000569294,0.7207747,0.07241783,0.1367049],"study_design_scores_gemma":[0.00009701044,0.0002281044,0.04997215,0.001490529,0.00004422096,0.0002295055,0.1347362,0.0006055906,0.0006511144,0.5675578,0.2442907,0.00009702284],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1023741,0.007563591,0.002951317,0.7931423,0.001669808,0.00003335782,0.00005405851,0.00003606902,0.09217543],"genre_scores_gemma":[0.971064,0.001910277,0.0007548698,0.02087128,0.0005477051,0.00001978964,0.00001308287,0.000021132,0.004797888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03778718,"threshold_uncertainty_score":0.07901216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3207228016566478,"score_gpt":0.4469002146852689,"score_spread":0.126177413028621,"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."}}