{"id":"W3133843229","doi":"10.1080/10476210.2021.1895107","title":"Professional identity values and tensions for early career teachers","year":2021,"lang":"en","type":"article","venue":"Teaching Education","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Identity (music); Pedagogy; Professional development; Psychology; Sociology; Medical education; 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":[0.001202205,0.00006951239,0.00007779693,0.00005687191,0.001209378,0.00008810993,0.00008052913,0.00008950816,0.00004286901],"category_scores_gemma":[0.001353514,0.00006760414,0.00003161055,0.0000922448,0.00005465796,0.0005834833,0.00003941768,0.0001991348,0.00000614808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243095,"about_ca_system_score_gemma":0.001079775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005916842,"about_ca_topic_score_gemma":0.0002177067,"domain_scores_codex":[0.9989168,0.0003273225,0.0001308655,0.0002016009,0.0002585698,0.0001648597],"domain_scores_gemma":[0.9993862,0.0001790694,0.00006531491,0.00008520032,0.00019999,0.00008421575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001255963,0.0004593288,0.3238193,0.00003767747,0.00003443848,4.432848e-7,0.302229,7.297307e-7,0.002861236,0.1649566,0.05308538,0.1525032],"study_design_scores_gemma":[0.000209914,0.00001044709,0.8486884,0.0001356802,0.00002601535,9.301716e-7,0.04815732,0.000007698694,0.0001141215,0.04817821,0.05429722,0.0001740752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847414,0.0001707574,0.001036998,0.007208624,0.001723873,0.0002820735,0.000002224372,0.00007393766,0.004760096],"genre_scores_gemma":[0.9418481,0.00001293642,0.008793063,0.000369837,0.0004189878,0.00006909845,0.00007375909,0.000009646297,0.04840456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.524869,"threshold_uncertainty_score":0.930168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0581080678220216,"score_gpt":0.4019057692923524,"score_spread":0.3437977014703308,"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."}}