{"id":"W6965838201","doi":"10.34989/swp-2021-49","title":"Job Applications and Labour Market Flows","year":2021,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Unemployment; Conditional probability; Competition (biology); Key (lock); Probability distribution","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":[0.001565279,0.0002431232,0.0003075208,0.001061086,0.000814568,0.002081517,0.0005018935,0.001255421,0.0200964],"category_scores_gemma":[0.005637686,0.0002386525,0.0003590106,0.001065782,0.0005836564,0.001391805,0.001503965,0.0009630416,0.001899808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013036,"about_ca_system_score_gemma":0.0007347542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007256877,"about_ca_topic_score_gemma":0.006577783,"domain_scores_codex":[0.9992059,0.0002496065,0.00004592716,0.0001155679,0.0001355933,0.0002474077],"domain_scores_gemma":[0.9974606,0.0009722347,0.0009541258,0.00007757657,0.0001756497,0.0003598456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008156851,0.0007899564,0.3828498,0.0004310916,0.0002014105,0.0007974146,0.004220156,0.03143398,0.001748059,0.3438653,0.03414388,0.1987032],"study_design_scores_gemma":[0.0002101914,0.0003921342,0.7016495,0.0003365833,0.00009307585,0.0004475035,0.003651132,0.04791357,0.0007602891,0.1601218,0.08429741,0.0001270162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8873085,0.003379258,0.00911369,0.008555316,0.0001825658,0.000299823,0.004251726,0.0002001179,0.08670892],"genre_scores_gemma":[0.9734056,0.0009185346,0.0007433599,0.0004578829,0.0001372339,0.0001039976,0.0007797305,0.00001299028,0.0234406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0200964,"threshold_uncertainty_score":0.06722915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368979623423308,"score_gpt":0.2161858682364258,"score_spread":0.2024960720021927,"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."}}