{"id":"W1480306746","doi":"10.1111/j.1468-2389.2011.00571.x","title":"Selection Practices in <scp>C</scp>anadian Firms: An empirical investigation","year":2011,"lang":"en","type":"article","venue":"International Journal of Selection and Assessment","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Guelph","funders":"","keywords":"Selection (genetic algorithm); Psychology; Personnel selection; Test (biology); Personality; Logit; Human resource management; Empirical research; Applied psychology; Social psychology; Marketing; Econometrics; Management; Statistics; Business; Economics; Computer science; Artificial intelligence; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006659868,0.0001075025,0.0001271685,0.0006758675,0.00009270017,0.0002994587,0.0001490111,0.00006477294,0.00008340797],"category_scores_gemma":[0.0002706172,0.00009839924,0.00004079049,0.0003069427,0.00002419691,0.002469896,0.00002506551,0.0003022128,0.000008689988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340091,"about_ca_system_score_gemma":0.00009738101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150372,"about_ca_topic_score_gemma":0.001746093,"domain_scores_codex":[0.9989481,0.00003600002,0.0003747732,0.000152965,0.0003494347,0.000138726],"domain_scores_gemma":[0.9986766,0.00006798167,0.0007563008,0.00003489542,0.0004261042,0.00003812953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000367774,0.0002199225,0.9885175,0.00001518052,0.00007319838,0.00001616126,0.0006235767,0.000070091,0.001197805,0.002198673,0.002291752,0.004739329],"study_design_scores_gemma":[0.001060221,0.0001587765,0.9501512,0.00009414099,0.00004748905,0.000138631,0.001786531,0.009618158,0.0005134306,0.007334196,0.02900096,0.00009628037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909116,0.00002292543,0.0006851906,0.001063231,0.0007151755,0.00006486171,4.511682e-7,0.00002694417,0.006509628],"genre_scores_gemma":[0.9959539,0.00004595894,0.001776327,0.0009830653,0.001129249,0.000004226869,0.000007384933,0.00001178508,0.00008817236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03836635,"threshold_uncertainty_score":0.4012605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08260413914097026,"score_gpt":0.3501125273469219,"score_spread":0.2675083882059517,"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."}}