{"id":"W4385213874","doi":"10.5465/amproc.2023.13255abstract","title":"We are Not all the Same: Job Seeker Profiles Based on Agentic and Contextual Features","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Job attitude; Job analysis; Seekers; Job performance; Psychology; Job characteristic theory; Conscientiousness; Job design; Contextual performance; Personnel psychology; Social psychology; Job satisfaction; Applied psychology; Big Five personality traits; Personality; Political science","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":[0.002430639,0.0001433975,0.0004480488,0.001160828,0.001009351,0.002367909,0.0002558476,0.0005713625,0.001612237],"category_scores_gemma":[0.006740586,0.000210319,0.000335044,0.0006556563,0.001120718,0.002205433,0.001232241,0.0008189689,0.0002656917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305461,"about_ca_system_score_gemma":0.000482523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843543,"about_ca_topic_score_gemma":0.003128157,"domain_scores_codex":[0.9990366,0.000482766,0.00007493563,0.0001402446,0.0001600877,0.0001054708],"domain_scores_gemma":[0.997359,0.0009613067,0.00072628,0.000356721,0.0001953717,0.000401357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001889052,0.0001066733,0.9545938,0.00005966327,0.0001718873,0.0001591139,0.01016925,0.0002797835,0.001937231,0.004542892,0.0004517128,0.02733911],"study_design_scores_gemma":[0.00001249562,0.0001292606,0.9758237,0.00006709264,0.00009363305,0.000377785,0.01128896,0.001696566,0.0003598346,0.008269473,0.001844296,0.0000368671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939094,0.0002515992,0.002587671,0.001389896,0.00001430943,0.00002368422,0.00009940731,0.00001322993,0.00171076],"genre_scores_gemma":[0.9986718,0.00009426988,0.0007727855,0.0001949179,0.000008385412,0.00001188687,0.00003909347,0.000004437514,0.000202505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002430639,"threshold_uncertainty_score":0.01285458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03772918177103065,"score_gpt":0.2625129356830602,"score_spread":0.2247837539120295,"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."}}