{"id":"W4408424211","doi":"10.5194/egusphere-egu25-4847","title":"How to communicate “long term”? 10, 100, 10,000 years …? Practice, research, reflections","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Animal science; Physics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01548322,0.0009137308,0.0005340106,0.001386696,0.007792148,0.02251158,0.002782926,0.01253543,0.1052127],"category_scores_gemma":[0.03687496,0.0004541442,0.0005900217,0.00117235,0.01098997,0.02935592,0.008434074,0.01483161,0.1243723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007113517,"about_ca_system_score_gemma":0.01520725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164724,"about_ca_topic_score_gemma":0.008270185,"domain_scores_codex":[0.9896907,0.004012173,0.0004978679,0.0009729767,0.003327797,0.001498529],"domain_scores_gemma":[0.9672606,0.007119817,0.00107648,0.002046139,0.01604977,0.006447253],"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":[0.00001325424,0.00003345578,0.0001198557,0.0001846262,0.00000265276,0.0001003348,0.002688379,0.00005967807,0.00028735,0.04688361,0.9073867,0.04224002],"study_design_scores_gemma":[0.000002464726,0.000008288224,0.0001589164,0.0003544434,0.000001288142,0.00005993192,0.005101878,0.00004860878,0.0001203717,0.009324031,0.9848075,0.00001221658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005215335,0.005572505,0.001777578,0.8001899,0.02062767,0.00006426052,0.000138511,0.0002020377,0.1709059],"genre_scores_gemma":[0.03936906,0.02264389,0.006753996,0.2950756,0.01715701,0.000410611,0.0003948706,0.0008302864,0.6173647],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1052127,"threshold_uncertainty_score":0.3519715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3381072800823089,"score_gpt":0.5393278502714624,"score_spread":0.2012205701891535,"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."}}