{"id":"W3201152938","doi":"10.62608/2164-1102.1021","title":"How Workload Influences the Emotional Aspects of Principals' Work","year":2020,"lang":"en","type":"article","venue":"Journal of Educational Leadership in Action","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Workload; Work (physics); Psychology; Applied psychology; Social psychology; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003104433,0.0002475029,0.0002565797,0.0005492383,0.003241046,0.004734881,0.0004590647,0.000519123,0.002562859],"category_scores_gemma":[0.00999502,0.0003393581,0.0002788954,0.0003996211,0.002902599,0.001091782,0.002228302,0.00133617,0.0004254358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493012,"about_ca_system_score_gemma":0.001705888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771167,"about_ca_topic_score_gemma":0.007592859,"domain_scores_codex":[0.9952697,0.002702822,0.0001793524,0.0002293986,0.0007731746,0.0008455041],"domain_scores_gemma":[0.9912876,0.003351378,0.001786183,0.0002823172,0.001058821,0.002233746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004021874,0.0006457419,0.409767,0.000259021,0.0000707669,0.001538674,0.532676,0.0003541573,0.004508353,0.002848361,0.003828343,0.04310139],"study_design_scores_gemma":[0.00002415415,0.0003602584,0.3786097,0.0001208977,0.00002628563,0.0005031837,0.6063079,0.0003215687,0.0005183764,0.0007771419,0.01238121,0.00004927245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925501,0.000136912,0.0005305734,0.0006964364,0.00003839389,0.00001708989,0.00001231315,0.000009973201,0.006008199],"genre_scores_gemma":[0.9990815,0.0001002753,0.0001219381,0.00005431859,0.00001170914,0.000007183006,0.000007104923,0.00000390489,0.0006121586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004734881,"threshold_uncertainty_score":0.01641798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2375184427013773,"score_gpt":0.3552843147854687,"score_spread":0.1177658720840913,"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."}}