{"id":"W2127969149","doi":"","title":"Shifting from Stories to Live by to Stories to Leave By: Early Career Teacher Attrition.","year":2014,"lang":"en","type":"article","venue":"Teacher education quarterly (Claremont, Calif.)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Attrition; Conversation; Regret; Pedagogy; Narrative inquiry; Psychology; Sociology; Literature; Art; Medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001390096,0.0005131768,0.0005431341,0.0001907623,0.0009499565,0.0006077185,0.0007757916,0.0004204644,0.001258757],"category_scores_gemma":[0.001109037,0.0005702038,0.000153933,0.0008116722,0.0002076152,0.0005492799,0.00004846008,0.0007248921,0.001574824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214866,"about_ca_system_score_gemma":0.0005929836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08489303,"about_ca_topic_score_gemma":0.01562161,"domain_scores_codex":[0.9951788,0.00114688,0.0006380432,0.001049757,0.001001751,0.0009847645],"domain_scores_gemma":[0.99696,0.0003098897,0.0002087331,0.0006944944,0.0006398724,0.00118705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002118826,0.0003344718,0.0199708,0.000008070705,0.00003789582,1.417207e-7,0.5642867,7.379944e-7,0.0001591477,0.0003779579,0.3893729,0.02542994],"study_design_scores_gemma":[0.0001692868,0.0002266571,0.02117284,0.00005234716,0.00004769616,1.952379e-7,0.4881986,0.000001127787,0.00003473776,0.0003446493,0.4892138,0.0005380879],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7889216,0.001446134,0.004143661,0.1957757,0.002781472,0.001414538,0.000186776,0.000522487,0.004807675],"genre_scores_gemma":[0.9518918,0.000005919943,0.001511035,0.0076142,0.003115539,0.0004643442,0.0002079416,0.00009116145,0.03509808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1881615,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06834666191992012,"score_gpt":0.3546667298174703,"score_spread":0.2863200678975502,"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."}}