{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004572017,0.0004218192,0.0004815887,0.0006003646,0.003858031,0.001913134,0.002538642,0.00022662,0.0004882995],"category_scores_gemma":[0.0021237,0.0004335916,0.0002292372,0.002782732,0.002595291,0.004538835,0.002481712,0.0005833588,0.0001351758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002767895,"about_ca_system_score_gemma":0.003089351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785597,"about_ca_topic_score_gemma":0.00283959,"domain_scores_codex":[0.9950607,0.0007727357,0.0007544477,0.0006543984,0.001524195,0.001233537],"domain_scores_gemma":[0.9976669,0.0004509581,0.0004656395,0.0006933414,0.0005436613,0.0001795125],"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":[0.0000662753,0.0004449838,0.009782603,0.0002312328,0.0002465145,0.00008247986,0.03206629,0.01227902,0.0002930899,0.1091994,0.6935495,0.1417586],"study_design_scores_gemma":[0.001352047,0.001355193,0.007248143,0.0003385751,0.0003339107,0.0002691673,0.03478262,0.05321158,0.002892747,0.1442203,0.7527147,0.001280946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2474219,0.008986032,0.5279153,0.02776591,0.1444852,0.002084255,0.001336975,0.001615675,0.03838872],"genre_scores_gemma":[0.7243071,0.004279943,0.2267037,0.001336,0.04134774,0.0007387247,0.0001842418,0.00006629745,0.001036298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4768851,"threshold_uncertainty_score":0.9998116,"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."}}