{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002720386,0.0001286923,0.000203615,0.0001078063,0.0008312572,0.0002878996,0.0001287794,0.0001025862,0.0001531589],"category_scores_gemma":[0.000720954,0.0001337542,0.00004587532,0.00009454879,0.0003649551,0.001484385,0.00007675996,0.0004506827,0.000007266188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008169836,"about_ca_system_score_gemma":0.00003383666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122534,"about_ca_topic_score_gemma":0.001382819,"domain_scores_codex":[0.9983353,0.0005871371,0.0002501597,0.0002540149,0.0002955559,0.0002778255],"domain_scores_gemma":[0.9994406,0.0001332899,0.0001655011,0.0001054595,0.0000566416,0.00009847938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002149335,0.00007328923,0.4497094,0.00005049774,0.00003793744,6.248117e-7,0.4125693,5.414733e-7,0.0001936873,0.09387071,0.0003453727,0.04314654],"study_design_scores_gemma":[0.0003135128,0.000026164,0.5545381,0.000236987,0.00005548047,0.000003371953,0.4306106,0.00005990107,0.000005569831,0.01134432,0.002531175,0.000274767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757799,0.001333784,0.001694867,0.009454946,0.0001513436,0.0002211963,5.8845e-7,0.0001153026,0.0112481],"genre_scores_gemma":[0.9966212,0.0000474263,0.002242377,0.0001513894,0.0002806032,0.00001848294,0.000001596204,0.00001248165,0.0006244794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048287,"threshold_uncertainty_score":0.9943241,"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."}}