{"id":"W4323545802","doi":"10.1016/j.cedpsych.2023.102170","title":"School leaders’ self-efficacy and job satisfaction over nine annual waves: A substantive-methodological synergy juxtaposing competing models of directional ordering","year":2023,"lang":"en","type":"article","venue":"Contemporary Educational Psychology","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Australian Research Council","keywords":"Psychology; Job satisfaction; Reciprocal; Consistency (knowledge bases); Longitudinal study; Social psychology; Structural equation modeling; Perception; Econometrics; Statistics; Mathematics","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":[0.01069246,0.0001950912,0.0003633643,0.001128081,0.001194059,0.002563329,0.0008836708,0.0005829222,0.002149519],"category_scores_gemma":[0.02699798,0.000382918,0.0005171307,0.002144489,0.001537431,0.001679267,0.001945273,0.001184133,0.0002216815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076157,"about_ca_system_score_gemma":0.001665647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890831,"about_ca_topic_score_gemma":0.04363766,"domain_scores_codex":[0.9969542,0.002103637,0.0001311683,0.0002443564,0.0003258621,0.0002406903],"domain_scores_gemma":[0.9773744,0.01556463,0.002631859,0.00209419,0.001747353,0.0005875307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001166265,0.0001200158,0.9770148,0.00002862215,0.0001037427,0.00002854729,0.005719596,0.0004587329,0.0002291978,0.005853415,0.0006750356,0.009651689],"study_design_scores_gemma":[0.000008804823,0.00005599016,0.9864741,0.00002665318,0.00006351787,0.00001602281,0.006801015,0.001939805,0.0001436801,0.003711518,0.0007464765,0.00001238512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989767,0.0001684643,0.004867835,0.0009911095,0.00002765901,0.00005077169,0.0004235464,0.00001619153,0.003687525],"genre_scores_gemma":[0.9981811,0.00004898105,0.00105483,0.00005602348,0.000009610014,0.00003839671,0.0002541039,0.000006691918,0.0003503341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890831,"threshold_uncertainty_score":0.05654782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594662827704256,"score_gpt":0.4183368770804212,"score_spread":0.2588705943099956,"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."}}