{"id":"W2905472689","doi":"","title":"Professional Identity of New Teachers: Transitioning from Teacher Education to the Profession","year":2018,"lang":"en","type":"article","venue":"2018 Conference of the Canadian Society for the Study of Education","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Bachelor; Identity (music); Pedagogy; Professional development; Psychology; Teacher education; Medical education; Task (project management); Orientation (vector space); Cohort; Medicine; Political science; Management","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001321729,0.0001000004,0.0001345808,0.00004344408,0.001521318,0.00003580201,0.0007350859,0.0001082081,0.0001961854],"category_scores_gemma":[0.0003559094,0.00005978512,0.000130712,0.0003827921,0.0002968452,0.0002717638,0.00004817564,0.0001629511,0.000003342325],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964287,"about_ca_system_score_gemma":0.009713392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.363422,"about_ca_topic_score_gemma":0.6028418,"domain_scores_codex":[0.9986117,0.0002422166,0.0003110408,0.0001750752,0.0004750765,0.0001848264],"domain_scores_gemma":[0.9984035,0.0001371999,0.0003495165,0.0003082667,0.0006924532,0.0001090995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002927411,0.0005234462,0.02812459,0.00001604035,0.000100699,1.579915e-9,0.7959267,0.000002384653,0.0007997677,0.006982718,0.1130844,0.05440995],"study_design_scores_gemma":[0.000255048,0.00007603852,0.5304693,0.0003002805,0.0001059173,3.826425e-8,0.4390854,0.00001616435,0.0004398508,0.006401089,0.02274472,0.0001061091],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645641,0.00006703293,0.0003975171,0.02835929,0.003169147,0.002220222,0.00001615225,0.000007080977,0.001199391],"genre_scores_gemma":[0.9865283,0.000004974886,0.000789184,0.0003543012,0.0006251518,0.0001325071,0.00001822663,0.000008733912,0.01153857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5023447,"threshold_uncertainty_score":0.9997786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06419600902273305,"score_gpt":0.3656082962411989,"score_spread":0.3014122872184659,"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."}}