{"id":"W2954763940","doi":"10.24908/iqurcp.13321","title":"Professionalism and the Construction of Teacher Professional Identity","year":2019,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Impartiality; Compassion; Professional development; Identity (music); Pedagogy; Psychology; Reading (process); Professional learning community; Teacher education; Medical education; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006493752,0.0001095535,0.0002072341,0.0001462461,0.0007579604,0.0002263119,0.0004518859,0.0001455429,0.0002949047],"category_scores_gemma":[0.001148299,0.00007482318,0.00004691662,0.0004389033,0.003383473,0.001403896,0.0002438054,0.0007156184,0.00004673938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008247494,"about_ca_system_score_gemma":0.001010621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672436,"about_ca_topic_score_gemma":0.0001173759,"domain_scores_codex":[0.996862,0.0005206852,0.000280402,0.0003238217,0.001621936,0.00039115],"domain_scores_gemma":[0.9968156,0.000927738,0.0002282825,0.0001176615,0.00180322,0.0001074904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001211781,0.00008904925,0.009893877,0.00009322001,0.00002756137,2.357684e-7,0.02810209,7.299583e-8,0.0001406365,0.9590183,0.001145248,0.001368548],"study_design_scores_gemma":[0.0006972732,0.00005720853,0.004113039,0.0002299684,0.00001219919,0.00000399822,0.2235965,0.00005475876,0.0000663415,0.7501403,0.02090177,0.0001265808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7359571,0.0002702023,0.00001541617,0.2240894,0.0005412841,0.0008156914,0.000001556602,0.00002750073,0.03828191],"genre_scores_gemma":[0.9890332,0.00212336,0.0001662846,0.0000619587,0.000246619,0.00008468991,0.000002283129,0.000009809714,0.008271779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2530762,"threshold_uncertainty_score":0.9993287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1551409719984733,"score_gpt":0.4698767646961319,"score_spread":0.3147357926976586,"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."}}