{"id":"W3037860602","doi":"","title":"Promoting Equity in Contexts of Work Intensification: A Principal's Challenge.","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Equity (law); Work (physics); Principal (computer security); Psychology; Business; Economics; Public economics; Political science; Computer science; Engineering","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":[0.03360242,0.0003178959,0.0008526011,0.001132029,0.01196891,0.01696252,0.002275205,0.007230241,0.008652522],"category_scores_gemma":[0.05381498,0.0004300458,0.0004235043,0.001392048,0.02036529,0.01254419,0.02103329,0.009334087,0.0004961979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01233201,"about_ca_system_score_gemma":0.08202909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03931855,"about_ca_topic_score_gemma":0.08669132,"domain_scores_codex":[0.9784274,0.01132986,0.0003806324,0.001290292,0.002899818,0.005672015],"domain_scores_gemma":[0.9528819,0.02118247,0.002036234,0.002171858,0.004851133,0.01687642],"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":[0.00006008356,0.000286807,0.01216305,0.0001915803,0.00002913326,0.0001357881,0.0207863,0.0003374658,0.0002959634,0.8510784,0.03079414,0.08384133],"study_design_scores_gemma":[0.0001446522,0.0002321738,0.02928842,0.002120613,0.00005405422,0.000200978,0.08891781,0.0008880147,0.0009341492,0.6635906,0.2135646,0.00006393615],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.065112,0.007401553,0.006414961,0.8162199,0.0009989614,0.0001409876,0.00006320191,0.00004591617,0.1036026],"genre_scores_gemma":[0.965821,0.001896838,0.002928362,0.02290704,0.0005225865,0.000131247,0.00001615262,0.00002995776,0.005746901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03931855,"threshold_uncertainty_score":0.1777087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156076474182399,"score_gpt":0.4221061410476796,"score_spread":0.3064984936294397,"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."}}