{"id":"W2062194182","doi":"10.1111/j.1468-232x.2009.00581.x","title":"Employers’ Online Search: An Empirical Analysis","year":2009,"lang":"en","type":"article","venue":"Industrial Relations A Journal of Economy and Society","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Job analysis; Process (computing); Business; Computer science; Psychology; Job satisfaction; Social psychology","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":[0.001715184,0.0001180714,0.0005041722,0.0002198975,0.0001722271,0.0001311999,0.0001636537,0.0002504202,0.0002427948],"category_scores_gemma":[0.0001435124,0.000120484,0.0004419701,0.0005510518,0.00006439543,0.0005877629,0.00002110721,0.0005445865,0.000005485902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008923202,"about_ca_system_score_gemma":0.00009409231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004963432,"about_ca_topic_score_gemma":0.00001431176,"domain_scores_codex":[0.998504,0.00005650244,0.001001403,0.0002075736,0.00004046008,0.0001900823],"domain_scores_gemma":[0.9989001,0.0001279901,0.0004684454,0.0001849786,0.0001106952,0.0002077608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007274282,0.0006479929,0.7434717,0.00000343779,0.001605953,0.000008378525,0.003239205,0.004521248,0.000003517477,0.2386634,0.001245125,0.006517346],"study_design_scores_gemma":[0.004455453,0.001134605,0.6640216,0.00002435783,0.0005103711,0.00003110502,0.001919126,0.061133,0.000005138578,0.2196246,0.04642738,0.0007132823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852818,0.0002962735,0.007758735,0.003388125,0.0001299988,0.00007490468,0.0001378541,0.000008418943,0.002923859],"genre_scores_gemma":[0.9960106,0.0001653611,0.002646025,0.0005916293,0.000400395,5.180606e-7,0.00002675548,0.000006460546,0.0001522682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07945009,"threshold_uncertainty_score":0.4913193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318607384513185,"score_gpt":0.3165195951098927,"score_spread":0.1846588566585742,"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."}}