{"id":"W2899627771","doi":"","title":"Exploring the culture of school mathematics through students' images of mathematics","year":2015,"lang":"en","type":"article","venue":"","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Calgary","funders":"","keywords":"Mathematics education; Connected Mathematics; Core-Plus Mathematics Project; Mathematics; Math wars; Reform mathematics; Everyday Mathematics; Pedagogy; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005933601,0.00007164782,0.000135791,0.00003149307,0.00003387237,0.00005909883,0.001321329,0.00001660597,0.00003128898],"category_scores_gemma":[0.0005831912,0.00003974534,0.00004447156,0.0002450091,0.00006886694,0.0005145808,0.0003253304,0.00009676562,0.00005128294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001917074,"about_ca_system_score_gemma":0.0002170898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006716856,"about_ca_topic_score_gemma":0.000003951495,"domain_scores_codex":[0.9986576,0.00003424915,0.0002518317,0.0001027231,0.0008076674,0.0001459671],"domain_scores_gemma":[0.9986809,0.0002349313,0.0001023053,0.0005146156,0.0003768962,0.00009035655],"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":[0.000004697112,0.001455191,0.003470274,0.0003848829,0.000123919,0.000002739442,0.1668518,0.0000805726,0.002467158,0.7910582,0.03236687,0.001733665],"study_design_scores_gemma":[0.00139883,0.0007867857,0.008703698,0.0004194296,0.0000466534,0.00006047238,0.2180302,0.004103231,0.177266,0.5810571,0.007541439,0.0005862249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3439629,0.0006017299,0.5832281,0.00303363,0.0004165028,0.0005836767,0.000008410313,0.00008221788,0.06808283],"genre_scores_gemma":[0.5801436,0.0001834126,0.4162404,0.00008430299,0.00007441205,0.00003593191,9.830649e-7,0.000007518155,0.003229492],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2361806,"threshold_uncertainty_score":0.245538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3653632583977864,"score_gpt":0.4410989047115042,"score_spread":0.07573564631371782,"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."}}