{"id":"W2248825629","doi":"","title":"Numeracy workshop #1","year":2006,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003110292,0.00008037496,0.0001450993,0.00004812059,0.0001660021,0.00001388796,0.00037499,0.00004881716,0.001397294],"category_scores_gemma":[0.00005588782,0.00006985918,0.0001127083,0.0002289014,0.000111817,0.00007540057,0.00007190317,0.0001009301,0.0001207599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001939888,"about_ca_system_score_gemma":0.0000298522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002086459,"about_ca_topic_score_gemma":0.00009820546,"domain_scores_codex":[0.9994253,0.00005280059,0.0001142119,0.00009899616,0.0001696596,0.0001390447],"domain_scores_gemma":[0.9989846,0.0003544852,0.0001587899,0.0003839289,0.00008508652,0.00003313112],"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":[0.00006478075,0.0006001853,0.0006743179,0.0002379528,0.00009661473,0.000005444147,0.008921972,0.00001545178,0.003889507,0.6528811,0.3277155,0.004897195],"study_design_scores_gemma":[0.0009643339,0.00004793236,0.01251723,0.00007605382,0.0002428783,0.00002270846,0.01578361,0.0007819933,0.0002837073,0.8100911,0.1588323,0.0003560966],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226326,0.000251036,0.03161312,0.009952651,0.0003106575,0.000553785,0.0000104809,0.0002287133,0.134447],"genre_scores_gemma":[0.9541058,0.00001042709,0.01327053,0.00002196728,0.00007016267,2.014944e-7,0.000005173727,0.000009392814,0.03250634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688832,"threshold_uncertainty_score":0.9995156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03876810071643048,"score_gpt":0.2750907003450053,"score_spread":0.2363225996285748,"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."}}