{"id":"W4256379352","doi":"10.26522/brocked.v27i2.579","title":"Numeracy","year":2018,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00118554,0.0004465792,0.0004937426,0.005767499,0.001256549,0.003459609,0.000532106,0.0004132377,0.02820721],"category_scores_gemma":[0.03300427,0.0001858843,0.0007524427,0.006024756,0.002633378,0.006231701,0.002323946,0.001494729,0.002820902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993815,"about_ca_system_score_gemma":0.00170912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003922853,"about_ca_topic_score_gemma":0.002538298,"domain_scores_codex":[0.9976647,0.0007546738,0.0001466456,0.0003043139,0.0009721323,0.0001575545],"domain_scores_gemma":[0.9842997,0.01096112,0.00122391,0.0008470186,0.002084061,0.0005842338],"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":[0.0004455102,0.0001321283,0.03173675,0.0003830998,0.00005947437,0.0002532642,0.00416969,0.001002824,0.00133542,0.8264961,0.01137958,0.1226061],"study_design_scores_gemma":[0.00006672407,0.0002996809,0.1249201,0.0005787265,0.000176237,0.001406133,0.008596782,0.009870852,0.002945601,0.6723453,0.1786853,0.0001085199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.260433,0.006705435,0.06168706,0.003905219,0.0005873527,0.000140698,0.002313802,0.0003909263,0.6638366],"genre_scores_gemma":[0.9590209,0.00121451,0.009997853,0.0002977171,0.0001613008,0.0001043693,0.0006023344,0.0002232654,0.02837785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02820721,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05736042427910006,"score_gpt":0.3994776777575057,"score_spread":0.3421172534784057,"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."}}