{"id":"W7022594850","doi":"","title":"Risque naturel","year":2020,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Population; Risk assessment; Term (time)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008185131,0.001181403,0.001558794,0.00538738,0.003959112,0.01036285,0.002237048,0.003067542,0.4282106],"category_scores_gemma":[0.03992246,0.0007446727,0.0006309689,0.001702782,0.002367523,0.003440776,0.003737447,0.00404028,0.3759922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003546465,"about_ca_system_score_gemma":0.01347589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004514224,"about_ca_topic_score_gemma":0.008868949,"domain_scores_codex":[0.9837918,0.002580931,0.0006838037,0.001294065,0.01071879,0.0009305638],"domain_scores_gemma":[0.9449877,0.003305911,0.001434289,0.00551443,0.0410625,0.003695123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003078219,0.00002534824,0.000260634,0.0002132939,0.00001175816,0.0001368067,0.0001516743,0.00004335032,0.0008807501,0.006470687,0.9125119,0.07926301],"study_design_scores_gemma":[0.000003829425,0.000003997945,0.0002113632,0.00006051061,0.000002790627,0.00007618405,0.00005712722,0.00003228751,0.0002011834,0.0007354389,0.9986101,0.000004983507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002644903,0.007546064,0.007448436,0.04453937,0.07671434,0.0008181412,0.004242736,0.005053193,0.8509928],"genre_scores_gemma":[0.00739356,0.002572388,0.002639757,0.002313435,0.00598255,0.0002204177,0.002331523,0.001390691,0.9751556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4282106,"threshold_uncertainty_score":0.8155881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665246821854123,"score_gpt":0.1906869210948137,"score_spread":0.1740344528762725,"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."}}