{"id":"W4415079656","doi":"10.52358/mm.vi22.495","title":"Évaluer à l’ère de l’IA : le paradoxe du double ancrage : Entre fractures numériques et retour aux fondamentaux pédagogiques","year":2025,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Impossibility; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.03357364,0.0009066547,0.001055582,0.003871542,0.004385906,0.0214314,0.002187834,0.003563408,0.01049925],"category_scores_gemma":[0.08118951,0.0005513584,0.000666514,0.00230827,0.03188084,0.02435545,0.01209391,0.005024875,0.00138609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006227649,"about_ca_system_score_gemma":0.007567648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003210491,"about_ca_topic_score_gemma":0.003971432,"domain_scores_codex":[0.9663206,0.02129132,0.001124269,0.002237526,0.00804894,0.0009772436],"domain_scores_gemma":[0.9322188,0.0512133,0.003060572,0.00624552,0.005854394,0.001407422],"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":[0.00008643502,0.00006735111,0.002754417,0.0004211697,0.0000255702,0.0001298576,0.06648223,0.0007399383,0.00126431,0.823791,0.00222541,0.1020123],"study_design_scores_gemma":[0.00004775134,0.0001792785,0.003984682,0.001604244,0.00005579897,0.0005026297,0.05838808,0.003358602,0.003790923,0.7823528,0.1456235,0.0001117386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.156508,0.009481135,0.2987081,0.05569394,0.000865186,0.0002913569,0.0001418296,0.0005922807,0.4777183],"genre_scores_gemma":[0.9243258,0.002300396,0.05194151,0.001633941,0.0001413407,0.0003185235,0.00004656288,0.0002659009,0.01902598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03357364,"threshold_uncertainty_score":0.1775565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128756439740438,"score_gpt":0.3550894616167855,"score_spread":0.3338018972193811,"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."}}