{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004318949,0.0007463046,0.0009411676,0.0004061255,0.001119883,0.001330807,0.001062936,0.00120299,0.04295778],"category_scores_gemma":[0.01282318,0.0004174572,0.0006072843,0.000414491,0.001411141,0.001146682,0.001340682,0.00183714,0.00234843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005636584,"about_ca_system_score_gemma":0.0007165178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353508,"about_ca_topic_score_gemma":0.00234121,"domain_scores_codex":[0.9976529,0.001522756,0.00007567697,0.0003572166,0.0001851993,0.0002062531],"domain_scores_gemma":[0.9844935,0.009875278,0.00269501,0.001241056,0.0002451368,0.001450056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3846288,0.3999969,0.02636174,0.0021733,0.002121189,0.00022617,0.001240265,0.003568314,0.009568322,0.009835381,0.009675145,0.1506045],"study_design_scores_gemma":[0.1703174,0.5214631,0.2037169,0.001304876,0.004963242,0.0003325167,0.002564972,0.01921676,0.008150099,0.04571574,0.02197059,0.0002838331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900886,0.00053042,0.0007147316,0.00067229,0.0001647073,0.0004683282,0.0004917298,0.00003659473,0.006832581],"genre_scores_gemma":[0.9864538,0.000708489,0.00119437,0.0007003485,0.0001635572,0.001338831,0.0005154731,0.00003169972,0.008893404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04295778,"threshold_uncertainty_score":0.1437081,"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."}}