{"id":"W6995939052","doi":"","title":"Post-Secondary Access and Student Financial Aid in Canada: Current Knowledge and Research Gaps (2001)","year":2010,"lang":"en","type":"other","venue":"QSpace (Queen's University Library)","topic":"","field":"","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Current (fluid); Government (linguistics); Key (lock); Financial plan; Payment; Term (time); Work (physics); Financial management","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002793082,0.0006926261,0.0008419239,0.002736208,0.0002954587,0.0002549172,0.00159097,0.0006201551,0.003145051],"category_scores_gemma":[0.00009172266,0.0008122281,0.00007480239,0.00138497,0.0006032744,0.001420525,0.003676021,0.0032847,0.0001870823],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057251,"about_ca_system_score_gemma":0.01380222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9151015,"about_ca_topic_score_gemma":0.9729687,"domain_scores_codex":[0.9956252,0.0007290462,0.0002482262,0.001329457,0.000804884,0.001263189],"domain_scores_gemma":[0.9977639,0.0002466603,0.0002515432,0.0007885055,0.0001373742,0.0008120226],"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":[0.0001824919,0.0001914879,0.07721612,0.0003771616,0.0000495058,0.0006110683,0.0003060115,2.534984e-7,0.000003264908,0.0004380577,0.9188305,0.001794121],"study_design_scores_gemma":[0.001514475,0.00007636365,0.135737,0.0004613891,0.00003910352,0.000001214814,0.0003771496,7.90081e-7,0.0000452234,0.00004077007,0.8609986,0.0007079228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1901957,0.007661048,0.000002633382,0.0165784,0.002187369,0.003840679,0.008884307,0.0007401695,0.7699097],"genre_scores_gemma":[0.01165016,0.007107462,0.0002449301,0.00009138764,0.0005334933,0.000006934293,0.0004624342,0.001071356,0.9788318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2089221,"threshold_uncertainty_score":0.9994329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580580557078695,"score_gpt":0.2663562492933896,"score_spread":0.2505504437226027,"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."}}