{"id":"W4391732639","doi":"","title":"Recent evolution of avalanche maps in France","year":2004,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Neurotrauma Foundation","funders":"","keywords":"Computer science; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.002788357,0.0007151527,0.0002755683,0.00959312,0.0006616915,0.002875816,0.0007417023,0.0003986649,0.005776901],"category_scores_gemma":[0.005161352,0.0003071199,0.0005873014,0.007858934,0.0005644592,0.001403712,0.0007927291,0.0005953498,0.0009590412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003802729,"about_ca_system_score_gemma":0.001612903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07628352,"about_ca_topic_score_gemma":0.03640921,"domain_scores_codex":[0.9980181,0.0005154122,0.0001244273,0.0004075267,0.0007852767,0.0001492572],"domain_scores_gemma":[0.9960108,0.001109882,0.0004436341,0.0004656809,0.00168056,0.0002895557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003875023,0.0001087172,0.06762774,0.0009376685,0.0001765958,0.0006998035,0.00403201,0.03079944,0.007759284,0.03296927,0.02965451,0.8248475],"study_design_scores_gemma":[0.00003111762,0.0001452013,0.2630398,0.0003425456,0.00004263512,0.0008645358,0.001114177,0.008248352,0.003573167,0.002796645,0.7196665,0.000135339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5796893,0.03791247,0.1240102,0.006332923,0.001027227,0.0007236158,0.04350644,0.008866843,0.1979309],"genre_scores_gemma":[0.8327318,0.01265611,0.0799196,0.0003044748,0.0004762885,0.0002973629,0.02910757,0.0009176648,0.04358919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07628352,"threshold_uncertainty_score":0.151679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005250881995096943,"score_gpt":0.1914009317454835,"score_spread":0.1861500497503865,"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."}}