{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002985224,0.0004814744,0.0004009601,0.000789808,0.01138066,0.0067887,0.001642596,0.001960955,0.005112732],"category_scores_gemma":[0.01069601,0.0003351846,0.0002438912,0.001246399,0.006875626,0.006920354,0.007516779,0.006231595,0.00101404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005496787,"about_ca_system_score_gemma":0.002520084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01269689,"about_ca_topic_score_gemma":0.01724764,"domain_scores_codex":[0.9961869,0.002478692,0.00009642674,0.0002205669,0.0005723323,0.0004451003],"domain_scores_gemma":[0.9937611,0.003288073,0.0009075211,0.0002311882,0.0006169669,0.001195073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002696188,0.00003699442,0.002944235,0.0001997845,0.000002824394,0.0006746296,0.9683584,0.00002965094,0.0002001222,0.007047452,0.01007607,0.01040287],"study_design_scores_gemma":[0.000002529675,0.00003780496,0.003363764,0.0005151028,0.000003277503,0.0009808695,0.8154052,0.00005586752,0.0002527671,0.00140218,0.1779623,0.00001835451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7592089,0.02393967,0.006812471,0.06580894,0.001858839,0.0003430133,0.0006385924,0.0001589559,0.1412305],"genre_scores_gemma":[0.9655734,0.006269509,0.001339195,0.003287368,0.0002244263,0.0002825927,0.0001856111,0.00007184569,0.02276614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01269689,"threshold_uncertainty_score":0.03988218,"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."}}