{"id":"W4312947484","doi":"10.1051/j3ea/20222001","title":"EDITORIAL du Numero special J3EA dedie aux CETSIS 2021 : Colloque de l’Enseignement des Technologies et des Sciences de l’Information et des Systèmes","year":2022,"lang":"fr","type":"article","venue":"J3eA","topic":"Data Analysis with R","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Polytechnique Hauts-de-France; Université de Reims Champagne-Ardenne; Université de Lyon; Région Hauts-de-France; Université de Bordeaux; Université du Maine; Université de Toulouse; Université de Bourgogne; École Normale Supérieure; Université de Montpellier; Université de Lorraine; Indian National Science Academy; Université de Poitiers; Université de Nantes; Université Pierre et Marie Curie; Université du Québec à Trois-Rivières","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.009735516,0.003439459,0.004032411,0.008785052,0.00293334,0.00944573,0.002721498,0.007230303,0.033185],"category_scores_gemma":[0.03895877,0.001124413,0.003109221,0.004065608,0.002989922,0.004425846,0.002205593,0.008601264,0.01765302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003571888,"about_ca_system_score_gemma":0.00408318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003222415,"about_ca_topic_score_gemma":0.006297796,"domain_scores_codex":[0.9922856,0.001381714,0.001086989,0.001192179,0.003581089,0.0004724269],"domain_scores_gemma":[0.9538152,0.01882059,0.003325292,0.001536847,0.01820428,0.004297828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004131968,0.00000864265,0.00003738579,0.0001983135,0.00001150003,0.00003507414,0.000009646705,0.00003171783,0.00006665698,0.000218227,0.9950938,0.004247807],"study_design_scores_gemma":[0.00003092125,0.00002415035,0.0005150925,0.0006086357,0.00002911949,0.0001658912,0.00002678408,0.0001787462,0.0001337704,0.0007683493,0.9975004,0.00001820724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006155323,0.009579667,0.0006243529,0.02567557,0.9620391,0.00002432499,0.0002526179,0.0001548883,0.001587816],"genre_scores_gemma":[0.0006608182,0.00685638,0.0004543626,0.01487035,0.9649937,0.00006506845,0.0002363525,0.0002505869,0.01161237],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.033185,"threshold_uncertainty_score":0.1110149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343695856137787,"score_gpt":0.2937614795998608,"score_spread":0.2593918939860821,"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."}}