{"id":"W1575427345","doi":"10.1108/13620431211255824","title":"Comparing apples to apples","year":2012,"lang":"en","type":"article","venue":"Career Development International","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Dalhousie University; Carleton University; University of Guelph","funders":"","keywords":"Respondent; Variance (accounting); Baby boomers; Sample (material); Psychology; Career development; Generation x; Social psychology; Demographic economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001275084,0.0002225532,0.0003250693,0.001641862,0.002625925,0.004185929,0.0005652245,0.0004319674,0.01286988],"category_scores_gemma":[0.004750815,0.0001252995,0.0002808122,0.00134126,0.001347618,0.001638573,0.001885319,0.000588297,0.0007299731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199525,"about_ca_system_score_gemma":0.001265602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08519605,"about_ca_topic_score_gemma":0.1611922,"domain_scores_codex":[0.9986965,0.0001879327,0.00003946522,0.0001847403,0.0006387929,0.0002525672],"domain_scores_gemma":[0.9978023,0.0005544632,0.0004553845,0.0001132945,0.0005968263,0.0004776947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002560513,0.0005937851,0.5644401,0.0009103021,0.000255713,0.001825296,0.1823795,0.0001810476,0.008029666,0.01704011,0.01314526,0.2086387],"study_design_scores_gemma":[0.00003453981,0.0004584341,0.694231,0.0003741601,0.00009428482,0.0006020252,0.190342,0.0002384507,0.0007296339,0.001564131,0.1112678,0.00006352086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367585,0.0006330103,0.0002018555,0.0002170497,0.0001020989,0.0000431472,0.0002150809,0.00002095068,0.06180827],"genre_scores_gemma":[0.9841806,0.0004903894,0.0006555089,0.0002685248,0.00002264372,0.00001227924,0.0002691006,0.00003156523,0.01406944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08519605,"threshold_uncertainty_score":0.1694003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06461119434859822,"score_gpt":0.2502557958038314,"score_spread":0.1856446014552332,"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."}}