{"id":"W4393148208","doi":"10.1002/curj.264","title":"Curriculum in Professional Practice: A spotlight on professionalism‐in‐context through dialogue","year":2024,"lang":"en","type":"article","venue":"The Curriculum Journal","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Curriculum; Pedagogy; Professional development; Sociology; Medical education; Psychology; Engineering ethics; Political science; Medicine; Engineering; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003510751,0.0001929933,0.0002214619,0.0001891817,0.0007023676,0.0002403351,0.0004620562,0.0001399878,0.0004771785],"category_scores_gemma":[0.001337583,0.0001122769,0.0001270098,0.001003233,0.0002871106,0.0007682185,0.00005715356,0.001831727,0.000303595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747639,"about_ca_system_score_gemma":0.0008596557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840687,"about_ca_topic_score_gemma":0.002247179,"domain_scores_codex":[0.9960523,0.001839183,0.0004493004,0.00027971,0.0008151411,0.0005643804],"domain_scores_gemma":[0.9987813,0.0006655866,0.00015973,0.0001487108,0.0001465067,0.00009813494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002661247,0.001333106,0.02023233,0.00003146328,0.00005291272,0.000196656,0.6759573,0.00001339972,0.000005893422,0.1905567,0.104691,0.006902629],"study_design_scores_gemma":[0.0002957201,0.00003139261,0.004742859,0.0008135647,0.00001831179,0.00004920706,0.6038459,0.0000340183,0.000002836658,0.00689644,0.3830949,0.0001748882],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3058836,0.01118516,0.00001252476,0.6561275,0.01342144,0.0006088657,0.000003290691,0.00009661536,0.01266101],"genre_scores_gemma":[0.9915168,0.0006810153,0.00005890842,0.002861712,0.001704243,0.00007998102,0.000002643186,0.00001858754,0.003076126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6856332,"threshold_uncertainty_score":0.7958044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067414540679644,"score_gpt":0.4545591035583793,"score_spread":0.3478176494904149,"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."}}