{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001593846,0.0001185716,0.0003546802,0.0007529153,0.003828908,0.003611429,0.0004987529,0.0007105641,0.001829579],"category_scores_gemma":[0.005580134,0.0002569489,0.0002342781,0.0003819713,0.001325223,0.001675414,0.001726608,0.001620139,0.0003864968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247715,"about_ca_system_score_gemma":0.003112735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01783502,"about_ca_topic_score_gemma":0.03021445,"domain_scores_codex":[0.999326,0.0001434397,0.00002267181,0.00007169141,0.0001760351,0.0002602427],"domain_scores_gemma":[0.996431,0.000547524,0.0006311176,0.0001167901,0.0007369588,0.001536632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001687156,0.0007228477,0.4799983,0.00004748809,0.000006216304,0.00119788,0.4747627,0.00003560735,0.005767363,0.0008875175,0.0008412164,0.03556408],"study_design_scores_gemma":[0.00001214918,0.0003705758,0.3881251,0.00005349846,0.000005871374,0.000926669,0.6029284,0.0001337424,0.0006784062,0.0002346026,0.006511759,0.00001924452],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989381,0.00004994639,0.00004674071,0.0001785782,0.00001202148,0.0000068288,0.000005812642,0.000001774813,0.0007602035],"genre_scores_gemma":[0.9972478,0.00009553229,0.00009907569,0.00005870164,0.000006695072,0.000008841896,0.0000192706,0.000002589119,0.002461402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.982165,"threshold_uncertainty_score":0.03546244,"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."}}