{"id":"W4210614747","doi":"10.1108/ebhrm-05-2021-0091","title":"Are undergraduate students good proxies for HRM professionals? A comparison of responses in a hiring decision study","year":2022,"lang":"en","type":"article","venue":"Evidence-based HRM a Global Forum for Empirical Scholarship","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Generalizability theory; Psychology; Originality; Competence (human resources); Perception; Social psychology; Human resource management; Applied psychology; Medical education; Developmental psychology; Management; Medicine","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":[0.005530292,0.0002351277,0.0004169372,0.001324148,0.001367711,0.002409014,0.0003993659,0.0008277596,0.002527005],"category_scores_gemma":[0.02648713,0.0002491083,0.0002693618,0.0009712152,0.0008704988,0.0008606546,0.002026579,0.0008576004,0.0006077277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009644034,"about_ca_system_score_gemma":0.0009940735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194956,"about_ca_topic_score_gemma":0.004178183,"domain_scores_codex":[0.9944525,0.002948573,0.0004730033,0.0004067495,0.0009690111,0.0007501522],"domain_scores_gemma":[0.9842585,0.004281681,0.003715656,0.0007867457,0.002943935,0.004013532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004849908,0.0007113382,0.8806125,0.00009919647,0.00002761304,0.000426656,0.07925453,0.00002034222,0.001963606,0.0003765193,0.001367328,0.0346554],"study_design_scores_gemma":[0.00003346943,0.0007770744,0.8135312,0.00007749992,0.00001611711,0.0003583762,0.180271,0.000155747,0.0006620394,0.0001871103,0.003904439,0.00002595123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990429,0.00006309181,0.000061084,0.000115949,0.00001548869,0.00002042911,0.00002181287,0.000002257389,0.000656952],"genre_scores_gemma":[0.9990889,0.00006141182,0.000131155,0.0001683386,0.00001407083,0.00004658142,0.00004428738,0.000002340636,0.0004429902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005530292,"threshold_uncertainty_score":0.02924734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3757075385049196,"score_gpt":0.5078210885360027,"score_spread":0.1321135500310831,"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."}}