{"id":"W4415464876","doi":"10.52358/mm.vi21.467","title":"Accessibilisation numérique des enseignements dans l’enseignement supérieur et la recherche en France : expérience (trans)formatrice vécue par quatre enseignants-chercheurs dans un projet gouvernemental","year":2025,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Social movement; Context (archaeology); Legitimacy","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":[0.01557163,0.0004491471,0.0005058337,0.001336188,0.006346007,0.008591795,0.0009882969,0.001781044,0.006844432],"category_scores_gemma":[0.01867087,0.0002899297,0.0006142187,0.001602017,0.007397791,0.004689076,0.005732825,0.002659277,0.001294054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009583751,"about_ca_system_score_gemma":0.01487795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03495122,"about_ca_topic_score_gemma":0.04576024,"domain_scores_codex":[0.9793844,0.01349655,0.0004646319,0.00147169,0.003642437,0.001540268],"domain_scores_gemma":[0.9834964,0.008814309,0.001405061,0.001298019,0.002827886,0.002158272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002292486,0.0002747414,0.02407636,0.0004433374,0.00003774504,0.0008546706,0.7519295,0.001405415,0.005623402,0.07504089,0.003748062,0.1363366],"study_design_scores_gemma":[0.00005703001,0.0006823051,0.05797328,0.000516955,0.00004244886,0.000817942,0.4710335,0.002044869,0.004280538,0.01484705,0.4475378,0.000166186],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8953437,0.001763046,0.02490557,0.006864254,0.0001567097,0.0001720172,0.0001037301,0.0002380307,0.07045301],"genre_scores_gemma":[0.9735588,0.0007110535,0.007808472,0.0003638133,0.00002955377,0.0001204368,0.00005175138,0.00007408237,0.01728198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03495122,"threshold_uncertainty_score":0.08235162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2262270075378567,"score_gpt":0.4519455618984502,"score_spread":0.2257185543605935,"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."}}