{"id":"W3196663325","doi":"10.1007/978-3-030-73588-3_10","title":"Financial Numeracy in Secondary Schools in Quebec: Implications for Leadership","year":2021,"lang":"en","type":"book-chapter","venue":"Mathematics education in the digital era","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Commission Scolaire des Hautes Rivières","funders":"","keywords":"Numeracy; Finance; Annuity; Interest rate; Subject (documents); Payment; Economics; Actuarial science; Life annuity; Economic growth; 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":[],"consensus_categories":[],"category_scores_codex":[0.0009617386,0.0002279408,0.0003188951,0.0006083222,0.00008828404,0.000929479,0.00036985,0.0001927618,0.0001261123],"category_scores_gemma":[0.002761501,0.0002113348,0.0001255621,0.0002885899,0.00004068848,0.0006449961,0.00006957802,0.0006671316,0.0001328057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836482,"about_ca_system_score_gemma":0.002004998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006063928,"about_ca_topic_score_gemma":0.003196524,"domain_scores_codex":[0.9982355,0.000008290594,0.0008624183,0.0003289574,0.000279964,0.0002849215],"domain_scores_gemma":[0.9984713,0.0003243659,0.0004682498,0.0004276037,0.0002984378,0.00001003432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006894282,0.0003251294,0.001460256,0.0008355164,0.000004911483,0.00000253601,0.0004786345,0.00001134919,0.000002067492,0.854192,0.01315109,0.1295297],"study_design_scores_gemma":[0.0004361399,0.000007171153,0.0328658,0.00134459,0.00001841931,0.00000524318,0.001977956,0.0001959738,0.000001560078,0.8019987,0.1607245,0.0004239189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0328916,0.0006422848,0.0003529589,0.01828282,0.0006938332,0.003137306,0.00005266772,0.00005562045,0.9438909],"genre_scores_gemma":[0.2917696,0.00004048283,0.001168763,0.004416196,0.002329423,0.001951886,0.002152054,0.0001827178,0.6959888],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.258878,"threshold_uncertainty_score":0.8962987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.096574752534637,"score_gpt":0.3321529358944117,"score_spread":0.2355781833597747,"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."}}