{"id":"W6958613040","doi":"10.71895/prsm/revue-rise.n5.82","title":"TECHNOLOGIES ÉDUCATIVES ET HORIZONS PÉDAGOGIQUES : CARTOGRAPHIE DES INNOVATIONS ÉMERGENTES","year":2025,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerging technologies; New horizons; Key (lock); Identification (biology); Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002929634,0.0001987826,0.0002013556,0.001133687,0.00411008,0.0002551658,0.0007173225,0.0003839618,0.0001248078],"category_scores_gemma":[0.003274822,0.0002153927,0.00009825541,0.008091644,0.01300535,0.001612932,0.0001081629,0.00048112,0.00009432111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007695613,"about_ca_system_score_gemma":0.001603791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172913,"about_ca_topic_score_gemma":0.00277002,"domain_scores_codex":[0.9978864,0.0005106397,0.0004467492,0.0003570797,0.0001918948,0.0006072645],"domain_scores_gemma":[0.9985525,0.0003764072,0.0003022469,0.0002551666,0.000468032,0.00004565217],"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":[0.000001703248,0.00009141106,0.01474356,0.0001304012,0.00002514522,3.921014e-7,0.09876972,0.0001936283,0.000148148,0.8052099,0.002262386,0.07842362],"study_design_scores_gemma":[0.00008411386,0.000159651,0.0117044,0.0006973748,0.00005316169,0.00001222086,0.3272297,0.0006578594,0.001504292,0.571902,0.08569282,0.0003023659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7096366,0.01772691,0.03473232,0.06885865,0.002924229,0.0004756417,0.00001438073,0.0009647942,0.1646664],"genre_scores_gemma":[0.9555323,0.008068727,0.02368249,0.0003340826,0.00007796729,0.0001117315,0.00001609794,0.000007533757,0.01216909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458956,"threshold_uncertainty_score":0.9971864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2692285070002738,"score_gpt":0.4617524626865488,"score_spread":0.192523955686275,"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."}}