{"id":"W7133443556","doi":"","title":"Logiciel d'évaluation de la parole (version screening) MonPaGe-2.0.s","year":2021,"lang":"en","type":"software","venue":"ORBi UMONS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Electrodiagnosis; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001821117,0.0006801715,0.000742573,0.0004598764,0.0004410674,0.0002742824,0.0006544281,0.001345435,0.002814893],"category_scores_gemma":[0.001926122,0.000736384,0.0004953451,0.0009004591,0.000239795,0.0001971116,0.0004565111,0.001517879,0.004831687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000603404,"about_ca_system_score_gemma":0.0009869088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006633055,"about_ca_topic_score_gemma":0.0001132193,"domain_scores_codex":[0.9948804,0.001437954,0.0004870558,0.001019897,0.001309259,0.000865389],"domain_scores_gemma":[0.9969184,0.0008376218,0.0004656292,0.001137304,0.0003442213,0.000296776],"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":[0.00004226681,0.0001803809,0.006001077,0.0001113737,0.0001668309,0.0004122709,0.0004199908,0.001570473,0.001765256,0.00004709436,0.9842221,0.005060925],"study_design_scores_gemma":[0.001119736,0.00009794562,0.020397,0.0009702542,0.0008086915,0.0001217131,0.0006526035,0.002162477,0.0008354855,0.0008817022,0.9707772,0.001175166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1472326,0.03591605,0.03981925,0.003393241,0.00772885,0.00528645,0.02559182,0.009279844,0.7257519],"genre_scores_gemma":[0.2322149,0.01533607,0.1483528,0.003132325,0.009474254,0.001185149,0.1189879,0.004821888,0.4664947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2592572,"threshold_uncertainty_score":0.999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167311857569485,"score_gpt":0.2958206496080253,"score_spread":0.2641475310323305,"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."}}