{"id":"W4392577432","doi":"10.5194/egusphere-egu24-12273","title":"Exploring the Impact of Various Streamflow Products on Ice-Jam Formation&amp;#160;","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security","funders":"","keywords":"Streamflow; Ice cream; Environmental science; Chemistry; Geography; Food science; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007655209,0.0006565696,0.0003020113,0.0005680245,0.0002390271,0.0009155545,0.0003860246,0.0004289207,0.0006960601],"category_scores_gemma":[0.002318166,0.0001963279,0.0004881025,0.0006615908,0.0003611234,0.0006467091,0.0003923089,0.000436874,0.0001068624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005779521,"about_ca_system_score_gemma":0.000606364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0443552,"about_ca_topic_score_gemma":0.06744479,"domain_scores_codex":[0.9997448,0.00006949706,0.00001506892,0.00006462918,0.00005550684,0.00005052871],"domain_scores_gemma":[0.9988326,0.0007696581,0.00008895923,0.0000927014,0.0001417917,0.00007421815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004108002,0.0005502186,0.2258567,0.00009627142,0.000253828,0.000211506,0.0001218377,0.7430446,0.006293241,0.00058928,0.001068752,0.02150302],"study_design_scores_gemma":[0.00005287488,0.0004537107,0.14918,0.00001931129,0.0000915108,0.00005563405,0.0003028737,0.8389069,0.00919007,0.0002756304,0.001435868,0.00003565187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967148,0.00005282205,0.0007766561,0.00004129189,0.000009117414,0.00001584217,0.001258063,0.0001478865,0.0009834139],"genre_scores_gemma":[0.9951261,0.00006238365,0.002012552,0.00002148553,0.000003580702,0.00001034804,0.002316962,0.00004465213,0.0004020872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0443552,"threshold_uncertainty_score":0.08819407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05428565738804025,"score_gpt":0.2697722414768162,"score_spread":0.2154865840887759,"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."}}