{"id":"W4401014350","doi":"10.5194/egusphere-2024-1609-ac2","title":"Reply on RC1","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Machine Learning and Data Classification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Avalanche Association; Simon Fraser University","funders":"","keywords":"Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005503272,0.000198947,0.0002515537,0.0001286839,0.00004567147,0.0002507813,0.00124643,0.0000933779,0.0004240352],"category_scores_gemma":[0.0002287025,0.0001436474,0.0001124794,0.0003252964,0.00001175077,0.00008329339,0.0003120042,0.0006423931,0.009228329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004022257,"about_ca_system_score_gemma":0.0001215596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001520575,"about_ca_topic_score_gemma":0.00001094949,"domain_scores_codex":[0.9982949,0.00007944327,0.0002520631,0.0007770613,0.0004355416,0.0001610066],"domain_scores_gemma":[0.9978693,0.00009654339,0.0001021009,0.001802927,0.00006458091,0.00006460732],"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":[1.837185e-7,0.000008231151,1.619614e-7,0.0006626246,0.000006989537,0.000006409013,0.000005307255,5.999599e-7,2.792735e-7,0.04634995,0.8407131,0.1122462],"study_design_scores_gemma":[0.00001846802,0.00003876566,0.000008894133,0.001749815,0.00001752698,0.000008957326,2.636187e-7,0.002838588,0.000002236321,0.0007187916,0.9944247,0.0001730145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[2.983646e-8,0.01247544,0.03061165,0.575654,0.00390956,0.0001418231,0.00003443474,0.0006177129,0.3765553],"genre_scores_gemma":[0.000006317023,0.002124287,0.004985512,0.05126851,0.0003753641,0.00002779701,0.0007541254,0.00001610769,0.940442],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5638866,"threshold_uncertainty_score":0.9915431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280571327659236,"score_gpt":0.3383457709466101,"score_spread":0.2955400576700178,"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."}}