{"id":"W125799295","doi":"","title":"Resilience as a Contributor to Novice Teacher Success, Commitment, and Retention","year":2008,"lang":"en","type":"article","venue":"Teacher education quarterly (Claremont, Calif.)","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":295,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Competence (human resources); Burnout; Stressor; Context (archaeology); Psychological resilience; Teacher education; Commit; Faculty development; Pedagogy; Attrition; Professional development; Mathematics education; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001016387,0.000244675,0.0002936848,0.0001554378,0.001268688,0.0001791494,0.0003572532,0.0002510204,0.0007081926],"category_scores_gemma":[0.0002854791,0.0002625897,0.00008526754,0.000506594,0.0003085552,0.0005755808,0.00002629567,0.0002834994,0.0003355914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004743342,"about_ca_system_score_gemma":0.001108281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033201,"about_ca_topic_score_gemma":0.005308564,"domain_scores_codex":[0.9972659,0.0004880377,0.0004482754,0.0005358979,0.0006718416,0.0005900003],"domain_scores_gemma":[0.9985774,0.00006516396,0.0001894084,0.0002968072,0.0003292011,0.0005420746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006610882,0.0006635933,0.6425814,0.00001899989,0.00003949286,0.00001049258,0.2386212,1.88763e-7,0.0002417361,0.003478577,0.06969146,0.04458674],"study_design_scores_gemma":[0.0006758132,0.0002416516,0.6214451,0.00005782631,0.00006176399,0.00001272812,0.04721788,0.00000865718,0.00004428907,0.001580135,0.3279387,0.0007153887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586712,0.0003474782,0.0003186401,0.01429687,0.0006804249,0.0009337298,0.00001058308,0.0002027947,0.02453827],"genre_scores_gemma":[0.9616529,0.00005561773,0.0004236627,0.001995816,0.0005934167,0.0001074993,0.00005993652,0.0000259459,0.03508516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2582473,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494271281404862,"score_gpt":0.3233700476480006,"score_spread":0.298427334833952,"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."}}