{"id":"W2234253449","doi":"","title":"ICRA6 International Conference on Risk Analysis","year":2015,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universiteit Maastricht; Canadian Institute for Advanced Research","keywords":"Political science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02480371,0.004316776,0.004197852,0.01019447,0.001748019,0.01215337,0.003728938,0.004677103,0.05891594],"category_scores_gemma":[0.0263456,0.001204932,0.005382673,0.004980708,0.00308584,0.005076753,0.005943483,0.006026334,0.02460858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005136557,"about_ca_system_score_gemma":0.008029275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008155921,"about_ca_topic_score_gemma":0.004472928,"domain_scores_codex":[0.9819179,0.006487209,0.001326706,0.001644653,0.007753891,0.0008697091],"domain_scores_gemma":[0.9746078,0.007870128,0.001047795,0.004844585,0.01023026,0.00139929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005195633,0.0002442636,0.00107128,0.0009534202,0.0003059857,0.000312092,0.0002108338,0.02493029,0.002218416,0.1990048,0.2730413,0.4971877],"study_design_scores_gemma":[0.00004647618,0.00020903,0.001533985,0.001474435,0.0001823262,0.000432037,0.0001203048,0.03479292,0.003338916,0.1663298,0.791445,0.00009471668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00774783,0.09794979,0.5051348,0.02178275,0.03503481,0.0005545194,0.002739456,0.002569829,0.3264862],"genre_scores_gemma":[0.1160806,0.07425447,0.4076389,0.002734157,0.02938369,0.001011334,0.008208417,0.003172382,0.3575159],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05891594,"threshold_uncertainty_score":0.1970935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497023964753215,"score_gpt":0.3403724593640309,"score_spread":0.1906700628887093,"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."}}