{"id":"W2242362341","doi":"","title":"Numeracy CD – Whole Number Concepts and Operations Numeracy II CD – Understanding, Using, and Applying Fractions","year":2001,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Numeracy; Computer science; Mathematics; Psychology; Literacy; Pedagogy","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":[0.001619771,0.00144809,0.0007529441,0.003137873,0.002125286,0.0077966,0.001070268,0.001365268,0.02653926],"category_scores_gemma":[0.01060345,0.0003487946,0.0007699809,0.003443539,0.007384096,0.01462343,0.00380043,0.004551235,0.008150742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227406,"about_ca_system_score_gemma":0.00243588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333588,"about_ca_topic_score_gemma":0.0006774053,"domain_scores_codex":[0.9973614,0.0006626447,0.0004273307,0.0005317468,0.0008472987,0.0001697119],"domain_scores_gemma":[0.995721,0.001613306,0.000343983,0.0006936601,0.001330789,0.0002972914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004358407,0.00001380995,0.0002144169,0.0001736268,0.000004773242,0.00004420861,0.0006008256,0.0002852509,0.0008073662,0.8941585,0.01638194,0.08727154],"study_design_scores_gemma":[0.000009892027,0.00003926655,0.0004376085,0.0001668866,0.000007739848,0.0004997422,0.0003579805,0.000846066,0.001437008,0.6506221,0.3455493,0.00002640826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.0120183,0.0102475,0.4554254,0.007409459,0.00873452,0.0003022318,0.0009096818,0.001731429,0.5032214],"genre_scores_gemma":[0.3716205,0.01109751,0.4423513,0.004171402,0.005426478,0.001321584,0.002015413,0.001759431,0.1602363],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02653926,"threshold_uncertainty_score":0.08878267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04887005566464688,"score_gpt":0.3742878408419388,"score_spread":0.325417785177292,"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."}}