{"id":"W3048322384","doi":"10.20955/wp.2020.023","title":"Job Applications and Labor Market Flows","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada; Government of Canada","funders":"","keywords":"Humanities; Political science; Art","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":[0.001016468,0.0002438768,0.0003454722,0.00060572,0.0004359457,0.001668753,0.000412991,0.0009522511,0.007812965],"category_scores_gemma":[0.005485936,0.0002679798,0.0003267892,0.0007306513,0.0007039486,0.001113426,0.0007074599,0.000688952,0.0006178036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027205,"about_ca_system_score_gemma":0.0004830875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005552446,"about_ca_topic_score_gemma":0.0033554,"domain_scores_codex":[0.9996884,0.0001063164,0.00001366526,0.00005003169,0.00004296199,0.00009859847],"domain_scores_gemma":[0.9979511,0.001108077,0.0005517085,0.0001112566,0.0000750037,0.0002028608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001107499,0.0008266715,0.2724438,0.0001651005,0.0001100319,0.0005660392,0.001741273,0.4100078,0.003657622,0.2428953,0.00690757,0.05957131],"study_design_scores_gemma":[0.0001669681,0.0002654635,0.2333025,0.00008932779,0.00006821107,0.0002482331,0.001089752,0.6322328,0.0008978266,0.1253871,0.006165258,0.00008643921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793736,0.0003646028,0.007775357,0.001018833,0.00002127532,0.00003071607,0.0006222537,0.00005792643,0.01073549],"genre_scores_gemma":[0.9970109,0.0001185154,0.0004283208,0.00003531504,0.00001321688,0.00002032257,0.0001123466,0.000005717251,0.002255401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007812965,"threshold_uncertainty_score":0.02613699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899668850349212,"score_gpt":0.2359919799298545,"score_spread":0.2069952914263624,"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."}}