{"id":"W4322711478","doi":"10.4000/vertigo.36587","title":"Les cartes d’aléas littoraux : quand la technique occulte des conceptions différentes de la politique française de gestion des risques","year":2022,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Forestry; Geography; Art","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"],"consensus_categories":["sts"],"category_scores_codex":[0.001130065,0.0002656487,0.0003115271,0.00008759215,0.003856572,0.0001638629,0.0003160728,0.0003017165,0.0007084131],"category_scores_gemma":[0.0007225557,0.0002959687,0.0002316987,0.0005501928,0.004775259,0.0002546421,0.0001665143,0.0005885518,0.00001115245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931104,"about_ca_system_score_gemma":0.0003882206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1547436,"about_ca_topic_score_gemma":0.01449216,"domain_scores_codex":[0.995442,0.002867717,0.0002825727,0.0003174375,0.0003463231,0.000743933],"domain_scores_gemma":[0.9983181,0.00106032,0.00009981006,0.0001464739,0.0001322465,0.0002430345],"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":[0.00002375914,0.0004692137,0.1574925,0.0001321713,0.0001212564,0.00004188553,0.1747254,0.0001452041,0.001380299,0.6360748,0.01395854,0.01543492],"study_design_scores_gemma":[0.0003688553,0.0002401862,0.1207192,0.0002365734,0.0001563192,0.00002472262,0.03234844,0.0001483712,0.0009345868,0.1185423,0.7257633,0.000517166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7263849,0.1116515,0.006426105,0.003925656,0.0005554114,0.0006317609,0.0003205099,0.0004772282,0.1496269],"genre_scores_gemma":[0.9798455,0.009387544,0.002545892,0.000144803,0.000407604,0.0004496056,0.00001110233,0.00003141743,0.007176485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7118047,"threshold_uncertainty_score":0.9999492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.052815224723024,"score_gpt":0.2984786500685322,"score_spread":0.2456634253455083,"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."}}