{"id":"W3041168050","doi":"10.1002/jae.2795","title":"Perceived and actual option values of college enrollment","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Econometrics","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Drop out; Value (mathematics); Actuarial science; Affect (linguistics); Option value; Perception; Econometrics; Economics; Psychology; Statistics; Mathematics; Microeconomics; Demographic economics; Incentive","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":[],"consensus_categories":[],"category_scores_codex":[0.0007812654,0.00005296988,0.0002178721,0.000313078,0.0001372563,0.00003070372,0.0001489855,0.00003824453,0.0001804851],"category_scores_gemma":[0.0004920074,0.00004817588,0.00004502873,0.0007183286,0.0001605589,0.0001242159,0.00003713913,0.0001111222,0.00000801952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137553,"about_ca_system_score_gemma":0.0001739845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001138816,"about_ca_topic_score_gemma":0.000003441055,"domain_scores_codex":[0.9991306,0.00003532725,0.0003181555,0.00008286674,0.0003042319,0.0001287987],"domain_scores_gemma":[0.9989873,0.0003318742,0.0002877458,0.00003854978,0.0001563893,0.0001981994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009852654,0.001217284,0.08885429,0.0003931301,0.001296214,0.00001812122,0.5990385,0.0009432587,0.005235797,0.1784507,0.05418129,0.06938615],"study_design_scores_gemma":[0.002760585,0.001071886,0.5480528,0.00002893352,0.000114957,0.000002749757,0.2504137,0.0001378644,0.00100781,0.008100422,0.1879048,0.0004034499],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793356,0.0002788572,0.0000816725,0.00478564,0.000113129,0.0001406286,0.000008798456,0.000004679042,0.01525098],"genre_scores_gemma":[0.9967738,0.001364143,0.001368017,0.0001415952,0.0002624848,0.000002211444,3.109861e-7,0.000003901935,0.00008356093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4591985,"threshold_uncertainty_score":0.1976186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06303694276471668,"score_gpt":0.3415571735906947,"score_spread":0.278520230825978,"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."}}