{"id":"W3099382956","doi":"10.1111/bjep.12398","title":"A multidimensional, person‐centred perspective on teacher engagement: Evidence from Canadian and Australian teachers","year":2021,"lang":"en","type":"article","venue":"British Journal of Educational Psychology","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generalizability theory; Psychology; Perspective (graphical); Burnout; Student engagement; Work engagement; Self-efficacy; Social psychology; Developmental psychology; Mathematics education; Work (physics); Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006170302,0.0002752983,0.0006456246,0.002810598,0.006652608,0.003402464,0.0009674319,0.0006221546,0.00193639],"category_scores_gemma":[0.01426169,0.0003908763,0.0004721662,0.006272,0.003410674,0.00163984,0.003764457,0.00120138,0.0001317525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01561362,"about_ca_system_score_gemma":0.02648506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9422671,"about_ca_topic_score_gemma":0.9629069,"domain_scores_codex":[0.9953249,0.001038871,0.0003027813,0.0004982374,0.001998364,0.0008368483],"domain_scores_gemma":[0.985513,0.004810868,0.00239518,0.0007171352,0.005007232,0.00155654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008449917,0.00006119755,0.493819,0.0004862254,0.00007372363,0.0002279089,0.4756941,0.0001068559,0.0002441153,0.001370867,0.000781408,0.02705005],"study_design_scores_gemma":[0.000004128628,0.0000249533,0.8392459,0.0003999286,0.00003915628,0.00008889285,0.1553384,0.00008600471,0.00005331997,0.0002016261,0.004491975,0.00002568794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889101,0.001994028,0.0002401808,0.0006903411,0.00001441261,0.00003386209,0.000150758,0.00000292859,0.007963345],"genre_scores_gemma":[0.9978368,0.001337636,0.0001717362,0.00009456917,0.000003841933,0.00002473215,0.00008427705,0.000003165036,0.000443303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05773294,"threshold_uncertainty_score":0.1161458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07797537350359199,"score_gpt":0.3742683931725738,"score_spread":0.2962930196689818,"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."}}