{"id":"W4382727209","doi":"10.52358/mm.vi15.347","title":"Technologies immersives et acquisition de compétences : une discussion","year":2023,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003541336,0.0002697574,0.0002721556,0.0005303231,0.002212707,0.0001929305,0.0004190909,0.0004277375,0.0004344646],"category_scores_gemma":[0.001971167,0.0002605528,0.0001787161,0.003538869,0.001888769,0.001025826,0.00009296539,0.0004389193,0.0006285436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518711,"about_ca_system_score_gemma":0.001243071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202501,"about_ca_topic_score_gemma":0.001120002,"domain_scores_codex":[0.9960827,0.001761088,0.0005305667,0.0004767655,0.0004621857,0.0006866532],"domain_scores_gemma":[0.9954212,0.003465828,0.0003542309,0.0003347781,0.0002885311,0.0001354592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001295273,0.0001891074,0.0134089,0.00002796733,0.00007131731,0.000001166909,0.08094379,0.002912359,0.00009807247,0.8620681,0.02890485,0.01137309],"study_design_scores_gemma":[0.0003474088,0.00006411474,0.2561652,0.0001478685,0.0001166684,0.000003771136,0.4248917,0.002155741,0.00002455651,0.1539245,0.1616993,0.0004590187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03387573,0.001810131,0.01030652,0.9150067,0.004059291,0.0006557427,0.0004761009,0.001135048,0.03267473],"genre_scores_gemma":[0.9526246,0.01179939,0.01185832,0.001772302,0.001062854,0.0004360166,0.001315819,0.00004311516,0.01908763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9187488,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489052810549913,"score_gpt":0.443182615065638,"score_spread":0.2942773340106467,"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."}}