{"id":"W2580232212","doi":"10.4000/vertigo.18040","title":"La vulnérabilité d’un territoire, un héritage complexe à révéler : démonstration à travers l’étude géohistorique du risque d’inondation en Val d’Orléans (France)","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00178255,0.0004137632,0.0002777962,0.001606793,0.00460987,0.003714926,0.0008255651,0.001185475,0.005529868],"category_scores_gemma":[0.002269924,0.0002489675,0.0003606244,0.001193677,0.005337291,0.001576448,0.003580488,0.001039055,0.0003093999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005703249,"about_ca_system_score_gemma":0.004077697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2411199,"about_ca_topic_score_gemma":0.4266602,"domain_scores_codex":[0.9987341,0.0004339544,0.00002758143,0.0001834943,0.0002928695,0.000328032],"domain_scores_gemma":[0.9984769,0.0005310182,0.0003926033,0.0001111072,0.000332391,0.0001559846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001819797,0.0001290865,0.4256529,0.000689648,0.0002355317,0.004773664,0.3006786,0.001979848,0.004149365,0.05394922,0.006301729,0.2012784],"study_design_scores_gemma":[0.000009170009,0.000308402,0.6236672,0.0007372938,0.00012695,0.002752164,0.2148916,0.000721309,0.001376031,0.006777209,0.148524,0.0001086544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548819,0.003621793,0.001550075,0.003817639,0.00005116004,0.00002163422,0.0001504694,0.00002480643,0.03588057],"genre_scores_gemma":[0.9899505,0.001959225,0.0009080843,0.000193306,0.00002811305,0.0000118803,0.0000668416,0.00001121642,0.00687086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2411199,"threshold_uncertainty_score":0.4794329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199091245837049,"score_gpt":0.2201857555801055,"score_spread":0.208194843121735,"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."}}