{"id":"W1608240815","doi":"","title":"Vingt-cinq nuances de beige. François Blais, La classe de madame Valérie, L’Instant même, 2013, 400 p.François Blais, La classe de madame Valérie, L’Instant même, 2013, 400 p.","year":2014,"lang":"fr","type":"article","venue":"Liberté","topic":"French Literature and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Instant; Instant messaging; Humanities; Art; Computer science; Physics; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002453019,0.002204561,0.002187642,0.0006572496,0.00209963,0.00304333,0.001978204,0.001999862,0.005819296],"category_scores_gemma":[0.000375199,0.002146822,0.001201035,0.0006158373,0.002876756,0.002147989,0.0004886485,0.003284697,0.001028267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006219805,"about_ca_system_score_gemma":0.00113081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01646867,"about_ca_topic_score_gemma":0.02222345,"domain_scores_codex":[0.9880853,0.001854081,0.002304557,0.002090928,0.001513162,0.004152021],"domain_scores_gemma":[0.9924421,0.002340223,0.0008343777,0.002118242,0.0006344054,0.001630699],"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":[0.0003476228,0.001402612,0.00113655,0.001026691,0.0005987883,0.0008103323,0.02326836,0.00008532063,0.001306632,0.4117872,0.5529769,0.005252983],"study_design_scores_gemma":[0.003084592,0.0008482167,0.001915703,0.001961506,0.000917998,0.0004925617,0.002949769,0.002447592,0.001193067,0.03341281,0.9482293,0.00254696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1113089,0.23133,0.002072573,0.05023816,0.006859135,0.00203648,0.003190712,0.00139847,0.5915655],"genre_scores_gemma":[0.5494248,0.04183383,0.003844482,0.01445928,0.007017335,0.0004568722,0.0004712562,0.0008582897,0.3816338],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4381159,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006211327266686463,"score_gpt":0.2148288764776468,"score_spread":0.2086175492109603,"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."}}