{"id":"W7095090773","doi":"","title":"STUDENT FINANCIAL AID: THE WHYS, WHENS AND HOWS OF LOANS AND GRANTS","year":2004,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loan; Disadvantaged; Debt; Incentive; Collateral; Market liquidity; Face (sociological concept)","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":[0.009769266,0.0003344297,0.0006593867,0.001674729,0.003378168,0.01563531,0.001092597,0.004972254,0.007641356],"category_scores_gemma":[0.0353621,0.0005062169,0.0003490324,0.002243143,0.01900659,0.01326506,0.003572267,0.005480837,0.0007054328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008759433,"about_ca_system_score_gemma":0.007291832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01808711,"about_ca_topic_score_gemma":0.02361234,"domain_scores_codex":[0.9905041,0.005773664,0.0002929964,0.0004867884,0.001657897,0.001284546],"domain_scores_gemma":[0.9805265,0.01315856,0.00168722,0.0007505481,0.001894863,0.001982317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006311033,0.00003443877,0.003504222,0.0001436425,0.00001336058,0.00008175118,0.002179626,0.0006285059,0.00008084252,0.9357949,0.009625687,0.04784987],"study_design_scores_gemma":[0.00005902562,0.0001203906,0.009162427,0.001483067,0.00003765892,0.000264849,0.01299091,0.001673328,0.0004153275,0.6442834,0.3294097,0.0001001241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08664452,0.07808781,0.02331426,0.5178361,0.003166494,0.0001618647,0.000379165,0.0001539913,0.2902557],"genre_scores_gemma":[0.910226,0.03079724,0.006104295,0.02156167,0.002384974,0.0001739888,0.00006672323,0.0001134868,0.02857156],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01808711,"threshold_uncertainty_score":0.06355447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215652874125292,"score_gpt":0.2639540039455076,"score_spread":0.2517974752042547,"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."}}