{"id":"W4366767273","doi":"","title":"La ballade “A l’entrada del temps clar”, Denis Saurat et les troubadours","year":2015,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Medieval European Literature and History","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009184305,0.0007727125,0.0007583442,0.0002812569,0.001194201,0.001651892,0.001736237,0.0006244963,0.00153397],"category_scores_gemma":[0.001170789,0.0007934246,0.0004863126,0.0001572088,0.001416571,0.0003663845,0.001025377,0.002321983,0.0004304648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611963,"about_ca_system_score_gemma":0.0007438132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004570944,"about_ca_topic_score_gemma":0.013307,"domain_scores_codex":[0.9800841,0.01627655,0.0009879643,0.001123936,0.0008428846,0.0006845547],"domain_scores_gemma":[0.99147,0.001826905,0.000802343,0.002246486,0.003073517,0.0005807226],"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":[0.00003748744,0.000612698,0.0001219264,0.0002725515,0.0001556359,0.00006206667,0.1071658,0.00003836707,0.0002259756,0.8234005,0.05172575,0.01618127],"study_design_scores_gemma":[0.000764164,0.000001735939,0.0004024578,0.002913228,0.0001985459,0.00005189704,0.002050125,0.0006235263,0.0005008913,0.002261432,0.989451,0.0007810253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04080436,0.03479861,0.005102395,0.02386658,0.001788152,0.0006765422,0.0006029686,0.000371667,0.8919887],"genre_scores_gemma":[0.4470275,0.006251192,0.01071462,0.00095325,0.000608528,0.00008732644,0.002189355,0.000259319,0.5319089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9377252,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265775359545024,"score_gpt":0.2246594470935873,"score_spread":0.1980819111390849,"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."}}