{"id":"W2058695792","doi":"10.1080/13540602.2012.754159","title":"Beginning teacher attrition: a question of identity making and identity shifting","year":2013,"lang":"en","type":"article","venue":"Teachers and Teaching","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Attrition; Situated; Identity (music); Narrative; Conceptualization; Context (archaeology); Phenomenon; Psychology; Pedagogy; Frame (networking); Epistemology; Aesthetics; Linguistics; History; Computer science; Medicine","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":[0.04250573,0.0002801856,0.001010128,0.002845042,0.01760759,0.01197028,0.003879367,0.004012202,0.001922858],"category_scores_gemma":[0.09843015,0.0004963327,0.0006861096,0.003012348,0.04422308,0.02333931,0.01222732,0.007373444,0.0003233449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01159167,"about_ca_system_score_gemma":0.01167104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412298,"about_ca_topic_score_gemma":0.007426552,"domain_scores_codex":[0.9428787,0.04249325,0.001550265,0.002111784,0.00680371,0.004162387],"domain_scores_gemma":[0.9070921,0.06764928,0.01073451,0.003468351,0.006835743,0.004219975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005601309,0.00008741612,0.02010625,0.0002436837,0.00001493047,0.0007391399,0.8273229,0.00009602732,0.0001057637,0.1169357,0.002319767,0.03197245],"study_design_scores_gemma":[0.00001426103,0.00005300319,0.008294028,0.0004773276,0.000009180966,0.0006826015,0.9232284,0.0002762914,0.0002008405,0.04619821,0.02053146,0.00003445955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7526854,0.01032299,0.008383193,0.172673,0.0005810027,0.0001218439,0.00005559043,0.00003202098,0.05514498],"genre_scores_gemma":[0.995146,0.001516189,0.0007458425,0.001245111,0.0001086474,0.00005406563,0.00000979959,0.00001052242,0.001163716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04250573,"threshold_uncertainty_score":0.2247944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09895334887094061,"score_gpt":0.4188877130004603,"score_spread":0.3199343641295198,"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."}}