{"id":"W6920091924","doi":"10.6068/dp15f2f83f22282","title":"RANKING: National Center for Education Statistics. Student Financial Aid and Net Price - Postsecondary Education: Public Institutions - Financial Aid by Income Level | Indicator: Average amount of grant and scholarship aid in income level (30,001-48,000),, 2009. Data-Planet™ Statistical Datasets by Conquest Systems, Inc. Dataset-ID: 017-016-010","year":2017,"lang":"en","type":"other","venue":"Data Planet","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics education; Scholarship; Postsecondary education; Vocational education; Higher education; Quarter (Canadian coin); Family income; Student loan","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002610665,0.0005914127,0.0007381132,0.0002122166,0.0002955107,0.0003347995,0.001739864,0.0005108815,0.00245915],"category_scores_gemma":[0.0003522923,0.0006156068,0.000005077138,0.00005516012,0.0004923171,0.0008887261,0.0009386935,0.001053905,0.0000916307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001622777,"about_ca_system_score_gemma":0.001701901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007937496,"about_ca_topic_score_gemma":0.001585402,"domain_scores_codex":[0.9966608,0.00009630903,0.0008732161,0.00120163,0.0006758946,0.0004920989],"domain_scores_gemma":[0.9967021,0.0003721507,0.0008852044,0.001618721,0.00006350608,0.0003583054],"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":[0.0001192606,0.001375962,0.0002783599,0.001030238,0.0001119385,0.00001359997,0.00000863314,7.934955e-7,0.0002701728,0.002501937,0.9928336,0.001455487],"study_design_scores_gemma":[0.00187246,0.00004594288,0.000358835,0.0002100278,0.0001073571,0.00008175127,0.00001614033,0.00005785581,0.000009337762,0.00008237478,0.9965263,0.0006315905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001167663,0.001501362,0.0002647809,0.00003041995,0.0005462141,0.0006435917,0.9955102,0.00003293278,0.001353781],"genre_scores_gemma":[0.005062534,0.0003775221,0.001152433,0.0003228093,0.0005148587,0.000151113,0.9916732,0.0001040267,0.000641481],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.006352094,"threshold_uncertainty_score":0.9996296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03511122940888806,"score_gpt":0.3236807450760577,"score_spread":0.2885695156671696,"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."}}