{"id":"W7165050939","doi":"10.5281/zenodo.20734907","title":"Le codex 97.1.128 : Mémoires d'un monde caché (compilation de trois nouvelles de science-fiction)","year":2025,"lang":"fr","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Umberto Eco and Semiotics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biography; Pavilion; The Renaissance","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001399807,0.0004191326,0.0004027267,0.0007406026,0.014945,0.003121745,0.001712688,0.0002603249,0.01969335],"category_scores_gemma":[0.0007205483,0.000489197,0.0001861922,0.0004067665,0.002154128,0.0005765563,0.001295736,0.0008237874,0.004368713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396477,"about_ca_system_score_gemma":0.0003755428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000625406,"about_ca_topic_score_gemma":0.00003289331,"domain_scores_codex":[0.9963951,0.0005254719,0.0006160614,0.0007981864,0.0006844713,0.000980722],"domain_scores_gemma":[0.9972026,0.0001189796,0.0003127779,0.0006712861,0.001313226,0.0003811601],"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":[0.00007529889,0.0003121503,0.00001709904,0.0003378312,0.0001362661,0.00002354269,0.008814201,0.0005518423,0.0005678646,0.6572543,0.2994999,0.03240964],"study_design_scores_gemma":[0.0005378653,0.0002237513,0.0004789622,0.000230172,0.0001115865,0.00007623369,0.001720649,0.004515059,0.0003082514,0.002564682,0.9887704,0.000462409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003209951,0.000556151,0.004503181,0.002564061,0.0005348831,0.000607171,0.001136952,0.0007199758,0.9861677],"genre_scores_gemma":[0.2109447,0.001886359,0.0009258537,0.0006374387,0.002150792,2.564915e-7,0.004986978,0.002494757,0.7759728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6892704,"threshold_uncertainty_score":0.999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537791054706708,"score_gpt":0.2298955315135678,"score_spread":0.1945176209665008,"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."}}