{"id":"W2096727454","doi":"10.4000/vertigo.9491","title":"Catastrophes dites naturelles, risques et développement durable : Utilisations géographiques de la courbe de Farmer","year":2010,"lang":"fr","type":"article","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007330026,0.0002914767,0.0002239964,0.00004275562,0.0005546917,0.0003226584,0.0004472892,0.0004670076,0.002953644],"category_scores_gemma":[0.000159152,0.0001245291,0.0001693033,0.0005730921,0.0005365442,0.0002584413,0.0001518083,0.0009562797,0.0001551301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008835761,"about_ca_system_score_gemma":0.0001315691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149859,"about_ca_topic_score_gemma":0.003002814,"domain_scores_codex":[0.9978097,0.0003286784,0.000279814,0.0003876769,0.0003762294,0.0008178777],"domain_scores_gemma":[0.9988971,0.0004202414,0.00008134764,0.0001015621,0.0001632947,0.0003364491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002972639,0.0004205086,0.2952833,0.00004063808,0.0001054864,0.0000366738,0.000703388,0.000008341525,0.2157909,0.0544086,0.414414,0.01875851],"study_design_scores_gemma":[0.0001055119,0.00009322878,0.5304602,0.00005819707,0.0000265494,0.00003135834,0.0004111228,0.00002624811,0.01556071,0.006236981,0.4467419,0.0002479158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8330625,0.005616102,0.00007186359,0.1528564,0.0005698745,0.0003547978,0.0001175359,0.0001339385,0.00721697],"genre_scores_gemma":[0.9631628,0.01185171,0.00560152,0.00114971,0.0006133733,0.00006576432,0.0002610569,0.000005101952,0.01728894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2351769,"threshold_uncertainty_score":0.9979578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315735750326145,"score_gpt":0.2761818502783535,"score_spread":0.263024492775092,"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."}}