{"id":"W2006853710","doi":"10.1111/j.1754-7121.2010.00130.x","title":"Who Goes? Who Stays? What Matters: Accessing and Persisting in Post‐Secondary Education in Canada Edited by ROSS FINNIE, RICHARD E. MUELLER, ARTHUR SWEETMAN and ALEX USHER","year":2010,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Citation; Library science; History; Political science; Law; Computer science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000558636,0.0001381122,0.0001626284,0.0003152101,0.0004407851,0.001350907,0.000146261,0.0001487491,0.0003355901],"category_scores_gemma":[0.0002462813,0.0001664731,0.00001358741,0.0004117593,0.0001240527,0.002001156,0.00001220653,0.0002855776,0.000002189755],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006703897,"about_ca_system_score_gemma":0.02622764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9656733,"about_ca_topic_score_gemma":0.9998453,"domain_scores_codex":[0.9985864,0.0001384641,0.0003280689,0.0003088467,0.000195999,0.0004422343],"domain_scores_gemma":[0.9988133,0.00009317921,0.0001559336,0.0001447281,0.0001515968,0.0006412287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009726245,0.00006603532,0.6150157,0.0001116586,0.00002084603,0.00001269643,0.03674721,2.840114e-7,0.0003143767,0.008259716,0.1833339,0.1561079],"study_design_scores_gemma":[0.000279901,0.00002052317,0.2858777,0.0001214989,0.000005344494,0.00000943567,0.09155566,0.00006849389,0.00001856875,0.00008855548,0.6216162,0.0003381131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184002,0.0005838432,0.000001235421,0.07731539,0.000944398,0.0002704311,0.00005609694,0.000008503286,0.002419939],"genre_scores_gemma":[0.9945109,0.00008298475,0.00002507918,0.00353101,0.0004281248,0.00002886979,0.0001500142,0.00001341791,0.001229635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4382823,"threshold_uncertainty_score":0.9996858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676059896767613,"score_gpt":0.2910467346501626,"score_spread":0.2742861356824864,"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."}}