{"id":"W3021166796","doi":"10.3368/jhr.55.4.0517-8782r1","title":"Careers and Mismatch for College Graduates","year":2019,"lang":"en","type":"article","venue":"The Journal of Human Resources","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Management; Sociology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00235488,0.000159216,0.0004920278,0.001855631,0.007191111,0.004842612,0.0008121143,0.001651662,0.02412395],"category_scores_gemma":[0.0170499,0.0002383192,0.0004246991,0.003234448,0.001455884,0.002564131,0.004418688,0.002506778,0.0019614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01179894,"about_ca_system_score_gemma":0.01918713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3770492,"about_ca_topic_score_gemma":0.6028314,"domain_scores_codex":[0.9971296,0.0004367278,0.0001127672,0.0001868867,0.000495991,0.001637914],"domain_scores_gemma":[0.9801679,0.00122546,0.001332787,0.0002567406,0.002208273,0.01480889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003158012,0.0003505874,0.77965,0.00009375966,0.00004912446,0.0004002381,0.01526932,0.0003646485,0.0001505563,0.02357891,0.09779306,0.08198399],"study_design_scores_gemma":[0.00007902562,0.0001832052,0.7763273,0.0004775736,0.00004179313,0.0003222175,0.1193471,0.001115545,0.0001648879,0.01506037,0.08678685,0.00009414616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999328,0.003343605,0.0002241322,0.1419806,0.0007725719,0.00004530231,0.002040995,0.00003839276,0.05162144],"genre_scores_gemma":[0.9849972,0.001035544,0.00007874018,0.003170953,0.0001252155,0.000014195,0.0005152526,0.00002203925,0.01004089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6229508,"threshold_uncertainty_score":0.7497091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205537433343885,"score_gpt":0.2866321800433251,"score_spread":0.2660784367089366,"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."}}