{"id":"W4388953626","doi":"10.17118/11143/20449","title":"Circula : revue d'idéologies linguistiques. Numéro 16, Varia","year":2022,"lang":"fr","type":"paratext","venue":"Circula","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008352502,0.001155396,0.001479613,0.0005009598,0.002366074,0.0008646618,0.001401968,0.0006178225,0.2834809],"category_scores_gemma":[0.0005147728,0.001290942,0.0009165939,0.0001779292,0.001371364,0.0001945753,0.0005162143,0.00296319,0.02201898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295171,"about_ca_system_score_gemma":0.0006939651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007309451,"about_ca_topic_score_gemma":0.0001400682,"domain_scores_codex":[0.9943337,0.0009826734,0.001294886,0.001570323,0.0006753485,0.001143054],"domain_scores_gemma":[0.9962983,0.0003904804,0.0008013809,0.001602832,0.0005250269,0.0003819471],"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":[0.00003894287,0.000202002,0.00000900242,0.001519003,0.000288255,0.00080421,0.0278997,0.00004873664,0.000031301,0.2870033,0.6807084,0.001447192],"study_design_scores_gemma":[0.0004637015,0.0002514364,0.00004849889,0.0007770432,0.000410111,0.0001266756,0.002268065,0.00002918326,0.000005963934,0.002394373,0.9917531,0.001471818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001933882,0.1254662,0.00007923369,0.0006046169,0.06066985,0.0006044302,0.001356793,0.0002438751,0.8107816],"genre_scores_gemma":[0.01540217,0.003842169,0.00006708884,0.003223291,0.03726373,0.0001593851,0.003248987,0.0003340008,0.9364592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3110448,"threshold_uncertainty_score":0.999337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050915357173643,"score_gpt":0.2340868988446932,"score_spread":0.2035777452729568,"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."}}