{"id":"W4417340886","doi":"10.52358/mm.vi22.509","title":"Penser le numérique éducatif: entre promesses, tensions et responsabilités collectives","year":2025,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Perspective (graphical); Context (archaeology); Emerging technologies; Identity (music)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01211575,0.000874361,0.0008430455,0.005943193,0.004880267,0.01750803,0.001400073,0.003199447,0.01482858],"category_scores_gemma":[0.0236828,0.0004308568,0.0006961072,0.005680267,0.01678195,0.02215643,0.007991007,0.004585446,0.001857783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009587839,"about_ca_system_score_gemma":0.0107212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00669849,"about_ca_topic_score_gemma":0.008135726,"domain_scores_codex":[0.98792,0.006489471,0.0005487638,0.001554409,0.00278972,0.000697494],"domain_scores_gemma":[0.9770725,0.01662117,0.001571597,0.00150978,0.002358086,0.0008668727],"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":[0.00007153756,0.00005959098,0.006139981,0.0008662655,0.00003965975,0.0001640287,0.0728365,0.0003521714,0.0006172351,0.7415003,0.009183821,0.168169],"study_design_scores_gemma":[0.00001620111,0.00007350912,0.00734528,0.003492386,0.00004418738,0.0004631953,0.06853682,0.0005123317,0.001153904,0.1534265,0.7648627,0.00007296922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.135626,0.1414813,0.05140086,0.1263452,0.004654887,0.0001653776,0.000364054,0.0003132756,0.5396491],"genre_scores_gemma":[0.8331389,0.05555423,0.01719107,0.007444478,0.001667975,0.00047826,0.0002341233,0.0003501071,0.08394094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01750803,"threshold_uncertainty_score":0.06956494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573781355589232,"score_gpt":0.3380589798286186,"score_spread":0.3123211662727263,"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."}}