{"id":"W2969422314","doi":"","title":"Theoretical and/or conceptual frameworks for integrating history in mathematics education","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Meaning (existential); Set (abstract data type); Point (geometry); Mathematics education; Value (mathematics); Task (project management); Ask price; History of mathematics; Philosophy of mathematics education; Computer science; Conceptual framework; Epistemology; Mathematics; Connected Mathematics; Engineering","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":[0.004029709,0.0001954697,0.0003170452,0.0001115623,0.0003430108,0.00009333881,0.0005238332,0.0004589923,0.0003489126],"category_scores_gemma":[0.007810688,0.0001564674,0.0001010627,0.0001171059,0.001375585,0.0001068184,0.0003775829,0.0005958991,0.000005874975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005980187,"about_ca_system_score_gemma":0.0008888526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007587387,"about_ca_topic_score_gemma":0.002342748,"domain_scores_codex":[0.9962741,0.002324842,0.0004188543,0.0004436837,0.0002584322,0.0002801438],"domain_scores_gemma":[0.9936711,0.004461975,0.0002750603,0.0005027455,0.0009522165,0.0001368907],"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":[0.000007282601,0.0001891398,0.0002294915,0.00007081009,0.000009521663,3.041404e-7,0.1548969,8.339994e-8,0.00001502344,0.8191921,0.002312312,0.02307696],"study_design_scores_gemma":[0.0003839968,0.000001039918,0.0002794971,0.004772645,0.00003789375,0.000001158077,0.009446075,0.001199651,0.0001392537,0.3589409,0.6242872,0.0005107302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04984993,0.01155083,0.2076983,0.05308744,0.002272957,0.002334939,0.00009319442,0.0003592973,0.6727532],"genre_scores_gemma":[0.8393864,0.00135456,0.1030685,0.0005795794,0.0002209966,0.0005128163,0.0000844872,0.00004686981,0.05474579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7895365,"threshold_uncertainty_score":0.9350687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098282299853026,"score_gpt":0.2757146284670347,"score_spread":0.2547318054685044,"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."}}