{"id":"W3190351869","doi":"","title":"Advancing Flood Characterization, Modeling, and Communication II","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting 2020","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Flood myth; Computer science; Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001175734,0.0000861926,0.00009525882,0.00001723058,0.0003227587,0.0001091172,0.0003948162,0.00002281827,0.000001130544],"category_scores_gemma":[0.00005333233,0.00009550586,0.00002416994,0.000287605,0.0000129928,0.0002850891,0.0004409724,0.00009737266,0.00001918517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009143855,"about_ca_system_score_gemma":0.0000327816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005877027,"about_ca_topic_score_gemma":0.0000159517,"domain_scores_codex":[0.999253,0.00003828952,0.0001910379,0.0002673921,0.0001336216,0.0001167109],"domain_scores_gemma":[0.9993927,0.00005833473,0.00008469212,0.0002577886,0.0001021045,0.0001043065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002025058,0.0002959046,0.008617497,0.0001624985,0.0001101002,0.000006370212,0.03008014,0.1117174,0.07780702,0.6166492,0.004009776,0.1505238],"study_design_scores_gemma":[0.0001145232,0.00002148107,0.0007659302,0.00001748484,0.000004194899,0.000001655089,0.00002088903,0.9881271,0.0000984573,0.005915538,0.004800762,0.000111984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2252678,0.0001169359,0.7512655,0.02225568,0.00003027908,0.0001223759,0.000004055292,0.0001732717,0.0007640815],"genre_scores_gemma":[0.939953,0.00007054791,0.05778675,0.002005886,0.00009268517,0.00001581836,0.00005146836,0.000009092882,0.00001476817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8764097,"threshold_uncertainty_score":0.3894616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353251711979027,"score_gpt":0.2369266588658,"score_spread":0.2233941417460097,"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."}}