{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007831155,0.00004397234,0.0001085904,0.00003534208,0.0003739878,0.00003503306,0.0002324527,0.00002644578,0.00004136087],"category_scores_gemma":[0.00007445207,0.00002947703,0.00004795587,0.00005733874,0.0001807988,0.00007007673,0.00001140999,0.00007705348,0.00000270087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000316963,"about_ca_system_score_gemma":0.00005187174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00663831,"about_ca_topic_score_gemma":0.01258548,"domain_scores_codex":[0.9994156,0.00007871509,0.0001311274,0.00003783754,0.0001902891,0.0001464818],"domain_scores_gemma":[0.9993497,0.0002662967,0.0001849657,0.00006392301,0.00005741032,0.00007769473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002691072,0.00003813669,0.01007584,0.00008543418,0.0001552361,0.00001153167,0.3056926,0.00004348996,0.002638753,0.1109532,0.5683314,0.001705356],"study_design_scores_gemma":[0.0005380253,0.0002151615,0.009614324,0.00005596765,0.00003736041,0.00001529936,0.02140409,0.000005090427,0.0001927476,0.01234606,0.9554846,0.00009126814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984592,0.0007051882,0.000001004896,0.01089663,0.00006687003,0.0001133255,0.0000254053,0.000002661285,0.003596892],"genre_scores_gemma":[0.9884595,0.00009386327,0.0000160019,0.0005679016,0.0002950835,5.666395e-7,8.227418e-8,0.00000481618,0.01056214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871532,"threshold_uncertainty_score":0.9999766,"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."}}