{"id":"W2321807853","doi":"10.1177/0042085916641173","title":"Two Views of Culture and Their Implications for Mathematics Teaching and Learning","year":2016,"lang":"en","type":"article","venue":"Urban Education","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Laval","keywords":"Mathematics education; Scholarship; Equity (law); Pedagogy; Sociology; Educational research; Orientation (vector space); Psychology; Mathematics; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01023751,0.0005956656,0.0007671509,0.003346461,0.005823023,0.01622341,0.001669236,0.002906793,0.001979674],"category_scores_gemma":[0.01770776,0.0005145391,0.000555933,0.002591466,0.04932064,0.01300103,0.01072427,0.008710977,0.0002416907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004464871,"about_ca_system_score_gemma":0.004088625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00466221,"about_ca_topic_score_gemma":0.004604064,"domain_scores_codex":[0.9844242,0.01040413,0.0006263568,0.0009848499,0.002280939,0.001279598],"domain_scores_gemma":[0.9843252,0.008238477,0.00206967,0.001452115,0.001852021,0.002062645],"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":[0.00005833372,0.00005231435,0.005069778,0.0001027235,0.00002829278,0.0001639418,0.1376119,0.000223571,0.0003490697,0.8347798,0.0005733421,0.02098698],"study_design_scores_gemma":[0.00004329485,0.0001546985,0.00929732,0.0008960415,0.00005662649,0.0004985895,0.2903915,0.0008856048,0.001216177,0.6562127,0.04026011,0.00008730892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.548771,0.01177946,0.05080875,0.07055046,0.001028236,0.0001067534,0.00008379223,0.00006251168,0.3168091],"genre_scores_gemma":[0.9895034,0.002272519,0.003420369,0.001919134,0.000129614,0.0001099338,0.00001615165,0.00002874838,0.002600178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622341,"threshold_uncertainty_score":0.0541417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04471931796278729,"score_gpt":0.3854840960625563,"score_spread":0.340764778099769,"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."}}