{"id":"W3122517818","doi":"10.1257/app.20200025","title":"LinkedIn(to) Job Opportunities: Experimental Evidence from Job Readiness Training","year":2022,"lang":"en","type":"article","venue":"American Economic Journal Applied Economics","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Seekers; Work (physics); Training (meteorology); Business; Political science; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002274787,0.0005038254,0.00133789,0.000526596,0.0008169429,0.0004633422,0.001374033,0.00007852728,0.003631191],"category_scores_gemma":[0.00005610595,0.0006804317,0.0003404859,0.0002062048,0.0002432132,0.000575467,0.0006470418,0.0008199674,0.0004845123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601859,"about_ca_system_score_gemma":0.0003258915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194174,"about_ca_topic_score_gemma":0.0001211452,"domain_scores_codex":[0.9958122,0.00007577959,0.002073467,0.001072821,0.0000663608,0.0008993839],"domain_scores_gemma":[0.9963703,0.0003612261,0.001817354,0.0007763482,0.00002471725,0.0006500116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001214015,0.0003625927,0.05786884,0.00001989499,0.001252976,0.00008354483,0.02123274,0.0694894,0.0003931817,0.7825988,0.004542668,0.06094134],"study_design_scores_gemma":[0.006485737,0.002218557,0.05595094,0.0001000963,0.0001437918,0.0006362954,0.1053334,0.02484776,0.0003372062,0.4169584,0.3790097,0.007978138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748651,0.0004823434,0.00101739,0.002445224,0.002117587,0.0003565555,0.001382514,0.00007146944,0.01726181],"genre_scores_gemma":[0.9911576,0.0009362535,0.002302509,0.003661836,0.001040712,0.0002173392,0.00005007075,0.00013542,0.0004982942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.374467,"threshold_uncertainty_score":0.9995647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09823516064813832,"score_gpt":0.2647955539959394,"score_spread":0.1665603933478011,"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."}}