{"id":"W7073561581","doi":"","title":"Affirming Professional Identities Through an Apprenticeship: Insights From a Four-Year Longitudinal Case Study","year":2014,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Identity (music); Professional development; Transition (genetics); Ethnic group; Qualitative research; Identification (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01243382,0.0005999543,0.0006489027,0.002301682,0.02187897,0.00473891,0.003163996,0.0027195,0.003475964],"category_scores_gemma":[0.02290299,0.0008658225,0.0004520068,0.001210639,0.006661676,0.004421032,0.007883511,0.006372577,0.0006648369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005385081,"about_ca_system_score_gemma":0.007367593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03292438,"about_ca_topic_score_gemma":0.08301235,"domain_scores_codex":[0.9921286,0.00492549,0.000201496,0.0003992092,0.0008967294,0.001448486],"domain_scores_gemma":[0.9811733,0.008739524,0.002171254,0.001099089,0.002495213,0.00432158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001038496,0.002769896,0.06727534,0.00005805391,0.00001592304,0.009632463,0.8938082,0.00008240886,0.0006126399,0.003417316,0.002323979,0.01989987],"study_design_scores_gemma":[0.00002348295,0.0004842765,0.02251666,0.0001380964,0.00001865652,0.00404464,0.9601923,0.0003619652,0.0004546603,0.001167235,0.01054503,0.0000529861],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939839,0.0002273026,0.0004041741,0.002042869,0.00003726778,0.00008405186,0.00002522896,0.000006822763,0.003188234],"genre_scores_gemma":[0.9947449,0.0004629508,0.0007926078,0.0004408711,0.00002212723,0.0001083938,0.00005135824,0.000008454369,0.003368317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03292438,"threshold_uncertainty_score":0.06575716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747214233860279,"score_gpt":0.2946663804706146,"score_spread":0.2471942381320118,"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."}}