{"id":"W4386298656","doi":"10.3102/ip.23.2019522","title":"Simple and Compound Interest in Canadian Secondary Mathematics: A Myriad of Approaches","year":2023,"lang":"en","type":"article","venue":"","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Simple (philosophy); Computer science; Mathematics education; Algorithm; Mathematics; Epistemology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002988419,0.0003585615,0.0006134558,0.004480959,0.0133021,0.008794138,0.002676795,0.001672227,0.01457536],"category_scores_gemma":[0.01231954,0.0003238892,0.0006065496,0.007241894,0.01225677,0.003745436,0.005532223,0.004023002,0.0003169904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1226841,"about_ca_system_score_gemma":0.1323108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757425,"about_ca_topic_score_gemma":0.9911806,"domain_scores_codex":[0.9951066,0.0005275657,0.00008991032,0.0004343964,0.002147531,0.001694119],"domain_scores_gemma":[0.992886,0.001508332,0.0005241612,0.0002444723,0.002395083,0.002442075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001312106,0.0001793291,0.06403093,0.0001684532,0.00004317099,0.0002263351,0.03904716,0.0006510098,0.0002861226,0.8215817,0.01466367,0.05899093],"study_design_scores_gemma":[0.0000731602,0.00008785832,0.3762781,0.0007255757,0.0001639604,0.0001888925,0.1670397,0.002253778,0.0009679704,0.2229129,0.2291181,0.000190002],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4544319,0.004092329,0.00429708,0.03864692,0.0003043843,0.000171317,0.0006689138,0.00004432664,0.4973428],"genre_scores_gemma":[0.9773921,0.0008709846,0.0006839371,0.001215683,0.00004902908,0.00002611109,0.0001182764,0.00001834902,0.01962547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1226841,"threshold_uncertainty_score":0.8901396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2583092286277222,"score_gpt":0.3486786396996943,"score_spread":0.09036941107197205,"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."}}