{"id":"W6939007674","doi":"10.6068/dp15a76ceea4154","title":"RANKING: National Center for Education Statistics. National Postsecondary Student Aid Study: Undergraduate Enrollment - Financial Aid Cohort | Indicator: Total number of undergraduates - financial aid cohort, 2012. Data-Planet™ Statistical Datasets by Conquest Systems, Inc. Dataset-ID: 017-016-003","year":2017,"lang":"en","type":"other","venue":"Data Planet","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics education; Government (linguistics); Vocational education; Postsecondary education; Higher education; Student loan; Quarter (Canadian coin); Work (physics); Cohort","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":[0.003134769,0.001716373,0.001976949,0.005933662,0.00093405,0.003070551,0.003293864,0.00131884,0.08541462],"category_scores_gemma":[0.0224437,0.0009161029,0.001116656,0.02059145,0.0003589922,0.002755166,0.002071742,0.00349593,0.09669106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004211543,"about_ca_system_score_gemma":0.007553794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1129003,"about_ca_topic_score_gemma":0.09202898,"domain_scores_codex":[0.9960253,0.0005253474,0.0006805824,0.0008587936,0.00138561,0.0005242898],"domain_scores_gemma":[0.9751256,0.003854227,0.002680494,0.001861353,0.01525866,0.001219609],"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":[0.000025762,0.0000158714,0.001285925,0.0002011451,0.00001512901,0.000005156279,0.000009353141,0.00007696315,0.00001672747,0.0002949222,0.9962909,0.001762106],"study_design_scores_gemma":[0.0003411702,0.00003338742,0.02368926,0.0006726836,0.00005076356,0.00002418324,0.0002501218,0.0004765433,0.0001941082,0.001083669,0.9731321,0.00005200773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007196433,0.00002255972,0.00005066346,0.000101817,0.00002626835,0.00001734911,0.9989611,0.00007305043,0.0006752069],"genre_scores_gemma":[0.0004798821,0.00006896615,0.000260718,0.0001077571,0.00002048555,0.0001785205,0.9976768,0.00006733528,0.001139554],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1129003,"threshold_uncertainty_score":0.2857404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117924197195168,"score_gpt":0.3288463904141757,"score_spread":0.307667148442224,"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."}}