{"id":"W4384704340","doi":"10.7202/1100216ar","title":"Vulnérabilité non-structurelle et résilience territoriale en situation de multi-risque. Perception et préférences cartographiques des aléas effondrement et inondation (val d’Orléans, Loiret, France)","year":2023,"lang":"fr","type":"article","venue":"Canadian Journal of Regional Science","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.004353093,0.0002743935,0.0002667677,0.0005019825,0.0008582394,0.0003337123,0.0007532948,0.0002462805,0.0004795176],"category_scores_gemma":[0.0004338151,0.0002366106,0.000177975,0.00163124,0.00269444,0.001972527,0.00007891293,0.0006348881,0.00006884771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662741,"about_ca_system_score_gemma":0.003073963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06609725,"about_ca_topic_score_gemma":0.07563806,"domain_scores_codex":[0.9964508,0.0004394722,0.000567454,0.0005103952,0.001123807,0.0009080115],"domain_scores_gemma":[0.9979452,0.0001863548,0.0003859584,0.0002140068,0.0001906694,0.001077848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008250926,0.0001872721,0.5029607,0.0001667286,0.00007117077,0.0002450985,0.08730359,0.1395018,0.1882419,0.003612408,0.01443791,0.06318889],"study_design_scores_gemma":[0.0006906666,0.0004591631,0.9335875,0.0006295511,0.00005324115,0.0003760723,0.00224562,0.0141644,0.002396461,0.00612592,0.03881923,0.0004521665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762759,0.0006875889,0.003567825,0.015991,0.002550262,0.0002998577,0.00004746753,0.00001807856,0.0005620226],"genre_scores_gemma":[0.9881517,0.003324962,0.006383489,0.0008144278,0.0003609332,0.000007808824,0.0000161893,0.00001817573,0.0009223368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4306268,"threshold_uncertainty_score":0.9927776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481491627314493,"score_gpt":0.2762401976329558,"score_spread":0.2614252813598109,"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."}}