{"id":"W6946019120","doi":"10.25384/sage.21317305.v1","title":"sj-docx-2-cjo-10.1177_00084174221129947 - Supplemental material for Review and Consultations of Canadian Financial Education Programs for Individuals with Disabilities","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quarter (Canadian coin); Financial literacy; Formal education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002799082,0.00009749791,0.0001464179,0.0001861778,0.0003338789,0.0004782404,0.0007278823,0.00001481941,0.03215485],"category_scores_gemma":[0.001243488,0.00009354319,0.00002804837,0.0004416482,0.00002181374,0.002892604,0.0003543872,0.00005338875,0.000006500289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007337469,"about_ca_system_score_gemma":0.0009111932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911429,"about_ca_topic_score_gemma":0.004501767,"domain_scores_codex":[0.998908,0.00007029418,0.0002065767,0.0003081965,0.0002406486,0.0002662508],"domain_scores_gemma":[0.9989938,0.0002383771,0.0001547998,0.0003277479,0.0001857499,0.00009953842],"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":[0.00001125732,0.00008251512,0.0002126778,0.001820693,0.00002299998,3.6554e-7,0.0002479455,0.000001161691,0.000001747745,0.006981623,0.9845849,0.00603212],"study_design_scores_gemma":[0.0003187531,0.0003387017,0.0004018864,0.0002817948,0.00002688772,0.000004290769,0.0004145335,0.00004870615,0.00004297251,0.0001675675,0.9978349,0.0001189854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005727578,0.0006842364,0.0001038132,0.005714032,0.00008280833,0.0055433,0.9867856,0.00003385253,0.000479616],"genre_scores_gemma":[0.01254103,0.0001083862,0.02492469,0.000772899,0.00009511617,0.02941005,0.9299154,0.00002482024,0.002207648],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05687022,"threshold_uncertainty_score":0.9687299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100782858463724,"score_gpt":0.3569098790053068,"score_spread":0.2561270205415828,"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."}}