{"id":"W3016038126","doi":"10.3389/fpsyg.2020.00626","title":"A Multilevel Person-Centered Examination of Teachers’ Workplace Demands and Resources: Links With Work-Related Well-Being","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Psychology; Multilevel model; Work (physics); Scale (ratio); Resource (disambiguation); School teachers; Job satisfaction; Medical education; Mathematics education; Social psychology; Medicine; Statistics; Computer science","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":[0.001818802,0.0003242865,0.000455493,0.001809301,0.001455698,0.001735669,0.0005735431,0.0006222759,0.002277341],"category_scores_gemma":[0.005453856,0.0004680766,0.001017478,0.001912607,0.0006955635,0.001383089,0.002287203,0.001052857,0.0002588767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006624004,"about_ca_system_score_gemma":0.0009001601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057794,"about_ca_topic_score_gemma":0.01609452,"domain_scores_codex":[0.998434,0.0006759066,0.00008929204,0.0003437134,0.0002160811,0.0002410577],"domain_scores_gemma":[0.9961367,0.001128328,0.001139692,0.0006982487,0.0003960028,0.0005009572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003626183,0.0001053222,0.9911709,0.00002211341,0.0001572442,0.00005253291,0.003677103,0.0001770514,0.0003703814,0.0002468905,0.0001057102,0.003878309],"study_design_scores_gemma":[0.000002031447,0.00006300907,0.9955446,0.00001112588,0.00002233293,0.00004289393,0.003256371,0.0005888559,0.00007998005,0.000200012,0.000181752,0.000007125289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982601,0.00004950079,0.0009006309,0.00007579362,0.000002311411,0.00001941604,0.0002261621,0.000006696617,0.0004594523],"genre_scores_gemma":[0.9991341,0.00002121177,0.0005563474,0.00001315516,0.000001804104,0.00003231233,0.0001602138,0.000002502748,0.00007832015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057794,"threshold_uncertainty_score":0.02103275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726876183930491,"score_gpt":0.2725038021608104,"score_spread":0.2452350403215055,"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."}}