{"id":"W7056778703","doi":"","title":"FUNDING FAMILIES: AMENDING THE CANADA STUDENT FINANCIAL ASSISTANCE PROGRAM TO BETTER SUPPORT LONE MOTHER STUDENTS","year":2022,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Lone pair; Public policy; Program evaluation; Higher education","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":[0.006539785,0.0001859518,0.0002323399,0.0006806416,0.02317225,0.005382589,0.001907895,0.001535781,0.00478908],"category_scores_gemma":[0.01403357,0.0002140146,0.0002400734,0.001205962,0.003995821,0.002531249,0.004492703,0.003298918,0.000312513],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05602401,"about_ca_system_score_gemma":0.2870007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9074715,"about_ca_topic_score_gemma":0.9670123,"domain_scores_codex":[0.9954422,0.001247103,0.00008640717,0.0001641696,0.00101141,0.002048739],"domain_scores_gemma":[0.9832587,0.001484498,0.0009058962,0.0002981194,0.003500401,0.01055237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002215688,0.0006258022,0.1065318,0.0006603273,0.00005779566,0.002541912,0.2535971,0.0006323839,0.001939866,0.04534889,0.2458799,0.3419627],"study_design_scores_gemma":[0.0000518692,0.0001955249,0.0795885,0.0007577928,0.00004562257,0.0002721486,0.4316763,0.0003700302,0.0008363971,0.002073701,0.4840057,0.0001263791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7323799,0.002990598,0.001777603,0.1831465,0.00134108,0.0005243538,0.0004493214,0.0001348549,0.07725564],"genre_scores_gemma":[0.9560045,0.002622095,0.003795359,0.01856935,0.00008311876,0.0001832465,0.0001242622,0.00003619486,0.01858195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.943976,"threshold_uncertainty_score":0.4064846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006220484961137616,"score_gpt":0.2199218925826587,"score_spread":0.213701407621521,"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."}}