{"id":"W4244871382","doi":"10.3368/jhr.44.1.199","title":"Taking a Chance on College","year":2009,"lang":"en","type":"article","venue":"The Journal of Human Resources","topic":"School Choice and Performance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lottery; Incentive; Quarter (Canadian coin); Dozen; Scholarship; Affect (linguistics); Psychology; Merit pay; Mathematics education; Dual enrollment; Medical education; Public relations; Political science; Economics; Economic growth; Medicine","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":[0.001470004,0.00005837689,0.0001105152,0.00007187704,0.0008784179,0.00004502273,0.000477246,0.00003294998,0.0002340644],"category_scores_gemma":[0.0001038236,0.00003542898,0.00005689223,0.0001634776,0.0001027376,0.0001430856,0.00000819112,0.0002463491,0.00002070864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003464221,"about_ca_system_score_gemma":0.00003177412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006085835,"about_ca_topic_score_gemma":0.0002551529,"domain_scores_codex":[0.9989741,0.0001729055,0.0001868145,0.00004177347,0.0004494621,0.0001749736],"domain_scores_gemma":[0.9992687,0.0001294359,0.000367741,0.000102247,0.00007003277,0.00006184286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001670523,0.0006570751,0.012715,0.00003176705,0.0001905278,0.0001848936,0.650923,0.000990194,0.01725865,0.07284475,0.171348,0.07118564],"study_design_scores_gemma":[0.00131156,0.002713221,0.2518216,0.000598539,0.00009057871,0.00005745612,0.04585825,0.00002134952,0.002602982,0.01465577,0.6798743,0.0003943744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340142,0.0004769954,0.000001884556,0.005157468,0.00009598491,0.00004277774,5.551708e-7,0.000009886734,0.06020024],"genre_scores_gemma":[0.9952589,0.0001730961,0.00001352756,0.001035739,0.001744034,2.151532e-7,4.001004e-8,0.000003206821,0.001771243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6050647,"threshold_uncertainty_score":0.6756169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04230058287464891,"score_gpt":0.344755474531255,"score_spread":0.3024548916566061,"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."}}