{"id":"W4389765540","doi":"10.4000/resf.12511","title":"La ville dans les proto‑fictions climatiques françaises du xixe siècle","year":2023,"lang":"fr","type":"article","venue":"ReS Futurae","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Art","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002046645,0.0003248128,0.0003198924,0.0001017077,0.002809976,0.0005761413,0.0001966571,0.00020135,0.001294236],"category_scores_gemma":[0.00006778236,0.000246547,0.000251417,0.0001837398,0.0007518018,0.0003768465,0.0001283611,0.0003781031,0.0007313701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004267327,"about_ca_system_score_gemma":0.00003519115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449727,"about_ca_topic_score_gemma":0.004586627,"domain_scores_codex":[0.998424,0.0001844354,0.0003499421,0.0003352664,0.0002436673,0.0004626745],"domain_scores_gemma":[0.9991464,0.0002069393,0.0001000407,0.0002614307,0.0001983706,0.00008679965],"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":[0.00002453132,0.0001383795,0.002601953,0.0004379993,0.0002292227,0.00006477661,0.2366194,0.000009285099,0.0001221493,0.444357,0.3106631,0.004732198],"study_design_scores_gemma":[0.0002087128,0.0001145151,0.009708797,0.0003016413,0.00009209112,0.00001472747,0.08058336,0.00003292859,0.0001004255,0.001048187,0.9074942,0.0003003497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1314426,0.02877299,0.00001431308,0.02517394,0.003397804,0.0009672163,0.0007609288,0.0008855608,0.8085846],"genre_scores_gemma":[0.8172447,0.007668235,0.00007518249,0.0003524679,0.008976866,0.0004954914,0.0001709225,0.0000773548,0.1649388],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6858021,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968677001277397,"score_gpt":0.2509096687866237,"score_spread":0.2312228987738498,"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."}}