{"id":"W4253978138","doi":"10.24124/2006/bpgub406","title":"An evaluation of the supplemental instruction program implemented in a first-year calculus course.","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Northern British Columbia; Library and Archives Canada","funders":"Strong","keywords":"Computer science; Course (navigation); Calculus (dental); Mathematics education; Library science; Mathematics; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003165589,0.0006393806,0.0007986865,0.000955147,0.0007370509,0.001005635,0.001810623,0.001147436,0.01047756],"category_scores_gemma":[0.01272611,0.0003482864,0.0004959771,0.0006592551,0.0003621929,0.0006764138,0.001236417,0.001206509,0.001894038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009468063,"about_ca_system_score_gemma":0.003783169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00666392,"about_ca_topic_score_gemma":0.006880395,"domain_scores_codex":[0.9980807,0.0007920018,0.000108806,0.0002947347,0.0004695777,0.0002542138],"domain_scores_gemma":[0.9933606,0.002101708,0.000361987,0.000395911,0.0008527033,0.002927049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04674063,0.3435603,0.0167198,0.0007566345,0.0002744538,0.0002722422,0.001835942,0.00321262,0.006791887,0.0006442593,0.005125713,0.5740655],"study_design_scores_gemma":[0.05291286,0.5318593,0.3447379,0.0006359263,0.001447981,0.0003379766,0.002929185,0.01867001,0.0199897,0.001005943,0.02525767,0.0002153898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914783,0.0001198369,0.00168304,0.0001908443,0.0001367471,0.002036193,0.0003628304,0.000546476,0.003445708],"genre_scores_gemma":[0.9732888,0.0002807401,0.01298833,0.0002125854,0.00006867168,0.002707476,0.001093811,0.0000994139,0.009260074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01047756,"threshold_uncertainty_score":0.03505087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763305758457556,"score_gpt":0.4500646128455563,"score_spread":0.4124315552609807,"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."}}