{"id":"W2143602552","doi":"10.4000/belphegor.576","title":"Natacha Vas-Deyres, Ces Français qui ont écrit demain. Utopie, anticipation et science-fiction au xxe siècle","year":2015,"lang":"fr","type":"article","venue":"Belphégor","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001412488,0.0004620819,0.0004584875,0.00046492,0.002132562,0.0007693459,0.0003921165,0.000260348,0.001109759],"category_scores_gemma":[0.0002602797,0.0004585799,0.0002070476,0.0003659462,0.001497752,0.002015782,0.0001429173,0.0004226047,0.000684316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007261026,"about_ca_system_score_gemma":0.0007686045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03465833,"about_ca_topic_score_gemma":0.02047615,"domain_scores_codex":[0.996309,0.0002280043,0.0007021831,0.0007836432,0.001031992,0.0009451726],"domain_scores_gemma":[0.9978141,0.0001040132,0.0003053758,0.0005234593,0.0008243295,0.0004287084],"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":[0.00006021565,0.0003849609,0.005066094,0.0001164757,0.00005165948,0.00001788988,0.04344612,0.0001381602,0.0002412791,0.941339,0.002769903,0.006368219],"study_design_scores_gemma":[0.001127716,0.0005436387,0.05155608,0.0001969437,0.0001501481,0.00001707137,0.003789066,0.003076329,0.0006950562,0.002606786,0.935648,0.0005931226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7653894,0.001325941,0.001467057,0.004870095,0.009850144,0.00073421,0.0002564334,0.0002443398,0.2158623],"genre_scores_gemma":[0.7320921,0.0002192331,0.0003153125,0.0003740093,0.002784122,0.00004309769,0.0001091565,0.00005212196,0.2640108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9387323,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06324173422721048,"score_gpt":0.2988405208648078,"score_spread":0.2355987866375973,"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."}}