{"id":"W4241070847","doi":"10.2139/ssrn.3214227","title":"How Do the Labor Market Values of Managerial Traits Evolve?","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business; Economics; Labour economics","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":[0.001463557,0.0001268426,0.0002824496,0.0007896858,0.0006302437,0.003358506,0.0004913412,0.001234946,0.005887716],"category_scores_gemma":[0.008861559,0.0002365525,0.0001608253,0.0007555115,0.001667262,0.002590712,0.000956216,0.001164566,0.0007655041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298452,"about_ca_system_score_gemma":0.0003768925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002241332,"about_ca_topic_score_gemma":0.00289475,"domain_scores_codex":[0.9992487,0.0002680071,0.00001928115,0.0001377248,0.00008929333,0.0002369345],"domain_scores_gemma":[0.9962466,0.001755897,0.0009330792,0.000225235,0.0002485675,0.0005904794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000484986,0.0006857164,0.7461915,0.0000963557,0.0001934434,0.0004614847,0.01258167,0.003356946,0.01051009,0.1344084,0.002970838,0.08805856],"study_design_scores_gemma":[0.00002706646,0.00009976439,0.9179358,0.00004028332,0.00001573569,0.0001304554,0.007360744,0.003203923,0.0004977485,0.06719109,0.003465355,0.00003197551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858599,0.00024796,0.001022662,0.002082434,0.00001499064,0.000006430936,0.0001185317,0.000006049775,0.01064107],"genre_scores_gemma":[0.9989367,0.00007011933,0.0001251106,0.0001064851,0.00001331843,0.000003540028,0.00002780987,0.000003854835,0.0007130079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005887716,"threshold_uncertainty_score":0.01969635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036774038406452,"score_gpt":0.2102906965666118,"score_spread":0.1999229561825473,"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."}}