{"id":"W2946817010","doi":"10.1007/bf02655808","title":"Pourquoi et pour qui enseigner les mathématiques?","year":2002,"lang":"fr","type":"article","venue":"Zentralblatt für Didaktik der Mathematik","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Meaning (existential); Curriculum; TRACE (psycholinguistics); Context (archaeology); Politics; Complement (music); Mathematics education; Sociology; Epistemology; Political science; Pedagogy; Mathematics; Geography; Philosophy; Linguistics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002772508,0.0009015937,0.001040863,0.0002677538,0.0008320531,0.0005971712,0.001163844,0.0008940378,0.06433661],"category_scores_gemma":[0.00196736,0.0008990703,0.000620421,0.0009712827,0.001028415,0.001029967,0.0002620847,0.001292887,0.009772629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004206879,"about_ca_system_score_gemma":0.0001758498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953578,"about_ca_topic_score_gemma":0.0006485091,"domain_scores_codex":[0.9915767,0.002923705,0.001165554,0.001049097,0.001387747,0.001897191],"domain_scores_gemma":[0.9950977,0.002157351,0.0007403264,0.001073316,0.000241949,0.0006893812],"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":[0.00001586079,0.001483531,0.001429728,0.0008047762,0.000471386,0.0003683978,0.1569548,0.0001687292,0.001210728,0.481769,0.2387697,0.1165533],"study_design_scores_gemma":[0.002132339,0.0003207436,0.002980726,0.002261112,0.0008723376,0.0004708021,0.02327156,0.01303388,0.002091161,0.1821928,0.7669553,0.003417236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.178168,0.0744734,0.02866886,0.0857444,0.003182245,0.001550704,0.00008602457,0.001289266,0.6268371],"genre_scores_gemma":[0.3319924,0.002496378,0.2158157,0.003564906,0.001868583,0.0001156096,0.00002614975,0.0003674006,0.4437529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5281856,"threshold_uncertainty_score":0.999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292291274673004,"score_gpt":0.3414902429593297,"score_spread":0.2885673302125996,"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."}}