{"id":"W7082536343","doi":"","title":"Bridging the political and the historical in mathematics education: a dialogue with in-service teachers","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Bridging (networking); Politics; Construct (python library)","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":[0.03463756,0.0008780604,0.002063602,0.002842016,0.06718357,0.04292101,0.003607099,0.01809856,0.01479026],"category_scores_gemma":[0.03572964,0.001083728,0.0007689628,0.003222421,0.04837308,0.02408087,0.02888239,0.04227937,0.001581443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0201359,"about_ca_system_score_gemma":0.03020361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01595443,"about_ca_topic_score_gemma":0.03023051,"domain_scores_codex":[0.9713169,0.01835877,0.0005585364,0.00117606,0.002460776,0.006128841],"domain_scores_gemma":[0.9393474,0.03802786,0.001944129,0.0007085577,0.003105052,0.01686694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002579793,0.000106876,0.0007992543,0.0001034505,0.00000554062,0.0006478707,0.9250904,0.00005123177,0.0002284566,0.05631433,0.01158197,0.005044783],"study_design_scores_gemma":[0.00000915426,0.00002388458,0.000421152,0.0002036233,0.000004386928,0.0001646845,0.8554779,0.00005120113,0.0001103788,0.004395132,0.1391246,0.0000139586],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1431643,0.008322271,0.003255248,0.7467873,0.007096938,0.00009776477,0.00005123018,0.00005571319,0.09116922],"genre_scores_gemma":[0.90097,0.003911573,0.0007737384,0.05212194,0.001515933,0.0001122135,0.00002151475,0.0001860194,0.0403871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06718357,"threshold_uncertainty_score":0.1831831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005936895348395,"score_gpt":0.2126100308371628,"score_spread":0.2025506618836789,"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."}}