{"id":"W2808747176","doi":"","title":"School Principals’ Job Satisfaction: The Effects of Work Intensification","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University; University of British Columbia","funders":"","keywords":"Job satisfaction; Affect (linguistics); Work (physics); Psychology; Work environment; Social psychology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006956155,0.0001621808,0.0001932512,0.0002068999,0.000725532,0.0001362843,0.0005769227,0.0001489285,0.00008430675],"category_scores_gemma":[0.0007187453,0.0001471331,0.00009741232,0.0008795254,0.000908528,0.0007230011,0.0001142361,0.0003878497,0.0003394203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616032,"about_ca_system_score_gemma":0.0002166117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000828074,"about_ca_topic_score_gemma":0.008443915,"domain_scores_codex":[0.9979882,0.000744189,0.0001972768,0.0003135757,0.0004193994,0.0003373254],"domain_scores_gemma":[0.9983656,0.0003556657,0.0002196069,0.0004312634,0.0004413667,0.0001864291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003425867,0.00002665455,0.9607876,0.00002446852,0.00005139575,0.000002887921,0.03705723,1.739991e-7,0.0001390966,0.0006021878,0.00001635615,0.001257705],"study_design_scores_gemma":[0.0002679703,0.00005787487,0.9601927,0.000125555,0.00006131743,9.565443e-7,0.02761773,6.841983e-9,0.0005304134,0.00007648223,0.01091456,0.0001544556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896159,0.0001441629,0.0001573121,0.007567891,0.001015681,0.0003918643,0.000001319814,0.0001228925,0.0009830176],"genre_scores_gemma":[0.9902943,0.00008250702,0.00002754233,0.0004536316,0.0004586913,0.000002895681,0.00000141511,0.00001483595,0.008664158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108982,"threshold_uncertainty_score":0.5999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1877522680926281,"score_gpt":0.3889580370203633,"score_spread":0.2012057689277352,"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."}}