{"id":"W4316253475","doi":"","title":"Liber amicorum du Cornet à dés","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Literature and Poetry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003917987,0.0006798407,0.0006716269,0.0001887757,0.002221716,0.003616659,0.002334442,0.00057621,0.004474396],"category_scores_gemma":[0.0009616644,0.0006991649,0.0004943231,0.00008319422,0.001466603,0.0004537904,0.001608782,0.00138256,0.001029104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538203,"about_ca_system_score_gemma":0.0003757315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007467759,"about_ca_topic_score_gemma":0.01022398,"domain_scores_codex":[0.9928722,0.004080978,0.0007813904,0.001059038,0.0004938405,0.0007125704],"domain_scores_gemma":[0.9907781,0.001324414,0.0009944587,0.003811127,0.002760457,0.0003313782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001271119,0.0005341035,0.001290625,0.0002177279,0.0001466697,0.0000208812,0.03569177,0.000006379125,0.0001138835,0.8704748,0.07298527,0.01850517],"study_design_scores_gemma":[0.0004976493,7.651252e-7,0.00279959,0.003161265,0.0001176641,0.00002105852,0.0001961241,0.001700725,0.001829574,0.01219248,0.976757,0.0007261081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.024484,0.01239976,0.00302084,0.04636397,0.003468518,0.0005501115,0.0007421566,0.0002665205,0.9087041],"genre_scores_gemma":[0.3525488,0.002949722,0.003478398,0.0004857986,0.0006549076,0.00006405838,0.00169511,0.00009608699,0.6380271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9037718,"threshold_uncertainty_score":0.9997487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159282114129181,"score_gpt":0.2091393250091381,"score_spread":0.19321111359622,"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."}}