{"id":"W109283608","doi":"","title":"Who's Having the Identity Crisis: Businessmen or Students?","year":2016,"lang":"en","type":"article","venue":"","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Identity (music); Identity crisis; Ask price; Quarter (Canadian coin); Financial crisis; Public relations; Psychology; Political science; Management; Sociology; Pedagogy; Social psychology; Business; Economics; History; Finance; Aesthetics","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":[0.004980989,0.0004848999,0.001133025,0.001172108,0.01482618,0.01519405,0.001136292,0.005829083,0.01039518],"category_scores_gemma":[0.01197335,0.0004413005,0.0004240713,0.001124635,0.01056643,0.0154486,0.007513994,0.01266839,0.002006172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313499,"about_ca_system_score_gemma":0.004883373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006539519,"about_ca_topic_score_gemma":0.00864055,"domain_scores_codex":[0.9959303,0.001693662,0.0001396579,0.0002537665,0.0006449569,0.001337818],"domain_scores_gemma":[0.9921625,0.0006509025,0.000744148,0.0001780262,0.0007227719,0.005541556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001319282,0.0007726185,0.09740418,0.0003072178,0.00005545453,0.002195691,0.5683569,0.00004694239,0.0004867978,0.02843659,0.177804,0.1240017],"study_design_scores_gemma":[0.00001307401,0.0001256841,0.008836668,0.0003973806,0.00001957923,0.0009319476,0.8898395,0.00006220776,0.00009390728,0.005140395,0.09449667,0.00004296507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2840352,0.01076384,0.0004686316,0.675419,0.005168847,0.00003944518,0.00006558939,0.00006426982,0.02397513],"genre_scores_gemma":[0.8972766,0.009356512,0.0002668504,0.07690188,0.001561469,0.00004908002,0.00005170607,0.00004215778,0.01449376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01519405,"threshold_uncertainty_score":0.03477532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05932066221798438,"score_gpt":0.4906951225232568,"score_spread":0.4313744603052724,"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."}}