{"id":"W2569184086","doi":"10.1177/2158244016684372","title":"From Disillusion to the Development of Professional Judgment","year":2016,"lang":"en","type":"article","venue":"SAGE Open","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Narrative; Context (archaeology); Process (computing); Professional development; Psychology; Epistemology; Pedagogy; Computer science; Linguistics","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":[0.004792792,0.0003638295,0.0002781954,0.0008831435,0.003856428,0.006845068,0.0007684782,0.001846443,0.003062371],"category_scores_gemma":[0.03365245,0.0003034044,0.000287111,0.000396057,0.01575748,0.004774411,0.007773203,0.005038221,0.0006822483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002041217,"about_ca_system_score_gemma":0.003097914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152282,"about_ca_topic_score_gemma":0.001311313,"domain_scores_codex":[0.9889172,0.006620822,0.000246042,0.0008378907,0.00267532,0.0007027351],"domain_scores_gemma":[0.9834223,0.008884271,0.001873181,0.001724019,0.002128184,0.001968139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005081346,0.0001203526,0.00435609,0.0001434587,0.00001219321,0.001705049,0.8253758,0.0001997126,0.005664029,0.1051962,0.006962112,0.05021416],"study_design_scores_gemma":[0.0000282174,0.0003655304,0.007389919,0.000505665,0.00002557574,0.004469371,0.533841,0.001780299,0.006783742,0.1044201,0.3402741,0.0001163729],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6691512,0.001210719,0.05245106,0.02377047,0.000998101,0.0001262106,0.00003025691,0.0003982665,0.2518637],"genre_scores_gemma":[0.9826725,0.0002071713,0.003047666,0.0009674254,0.00006370516,0.00002149726,0.00001266726,0.00007670332,0.01293062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006845068,"threshold_uncertainty_score":0.02534699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406024496378001,"score_gpt":0.2534311455103946,"score_spread":0.2293709005466146,"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."}}