{"id":"W4414411509","doi":"10.3390/youth5030099","title":"How Tuition Waivers and Holistic Supports Foster Success in Post-Secondary Education Among Care-Experienced Youth","year":2025,"lang":"en","type":"article","venue":"Youth","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; University of Toronto; Dalhousie University; Saint Mary's University; Mount Saint Vincent University; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Mount Saint Vincent University","keywords":"Waiver; Socioeconomic status; Variety (cybernetics); Mental health; Face (sociological concept); Academic achievement; Higher education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002792918,0.0002688796,0.0003907,0.000893089,0.004894827,0.005618238,0.00157378,0.0005587536,0.002389513],"category_scores_gemma":[0.007342357,0.0002070677,0.00061299,0.001287478,0.002316847,0.001780311,0.005774714,0.001759854,0.0001185203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01845492,"about_ca_system_score_gemma":0.06098997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6663319,"about_ca_topic_score_gemma":0.8849749,"domain_scores_codex":[0.9977417,0.000502206,0.00009173095,0.0001330875,0.0003453439,0.00118586],"domain_scores_gemma":[0.9972697,0.0004364707,0.0004301014,0.00008098656,0.0005874787,0.001195177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001960558,0.001063938,0.4992004,0.001522761,0.0002434545,0.001143823,0.2498041,0.0003795903,0.0005893502,0.009289641,0.008657064,0.2279099],"study_design_scores_gemma":[0.0000232844,0.0002615532,0.4623234,0.0038203,0.0003557133,0.0002471699,0.4996231,0.0002950155,0.00064358,0.001262627,0.03109127,0.00005300211],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835262,0.002882588,0.0001822394,0.003651624,0.00007354785,0.00008811412,0.0001823748,0.00001171609,0.009401564],"genre_scores_gemma":[0.9967793,0.001750972,0.0002736051,0.0002009996,0.000007443353,0.00002756236,0.00006438354,0.000003808141,0.0008920455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6663319,"threshold_uncertainty_score":0.6712663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344457055201437,"score_gpt":0.2831583907958542,"score_spread":0.2697138202438398,"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."}}