{"id":"W2241220141","doi":"","title":"The Influence of Socio-Cultural Practices on Mathematical Cognition","year":2012,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cognition; Psychology; Cognitive science; Sociology; Cognitive psychology; Neuroscience","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":[0.003913095,0.0002033486,0.000198881,0.001140805,0.00162533,0.004231059,0.0004717051,0.0004701046,0.003277053],"category_scores_gemma":[0.01787335,0.0001763697,0.0002425902,0.0009877665,0.007928552,0.001523992,0.002999765,0.0007701042,0.0001751898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840664,"about_ca_system_score_gemma":0.001564291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006995593,"about_ca_topic_score_gemma":0.009965827,"domain_scores_codex":[0.9929837,0.004974461,0.0002094402,0.0005205891,0.0009173429,0.0003944905],"domain_scores_gemma":[0.9691231,0.02329063,0.003326826,0.001554599,0.00124517,0.001459646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004525437,0.0008137665,0.4350865,0.000385149,0.0004422242,0.00118566,0.3593419,0.001281933,0.005638602,0.06080708,0.0006250513,0.1339396],"study_design_scores_gemma":[0.00003846694,0.0003443316,0.8202425,0.0002874903,0.0001795383,0.0004344154,0.1403944,0.00105032,0.002266111,0.02276921,0.01191082,0.00008237291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754487,0.0006903696,0.0009912335,0.0006094742,0.00001612999,0.00000935226,0.00001096869,0.000004667494,0.02221905],"genre_scores_gemma":[0.9994102,0.00016221,0.0001667978,0.00002580993,0.000005004122,0.000002961411,0.00000211637,0.000002759293,0.0002222316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006995593,"threshold_uncertainty_score":0.02069467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4171297816657368,"score_gpt":0.6483921115186498,"score_spread":0.231262329852913,"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."}}