{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003653552,0.0008188253,0.001146686,0.001379773,0.003767068,0.004175606,0.003420741,0.02898101,0.1266811],"category_scores_gemma":[0.04568656,0.000595765,0.00126025,0.001177179,0.002013728,0.003862444,0.00243343,0.02142734,0.09837645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004613258,"about_ca_system_score_gemma":0.004749895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216084,"about_ca_topic_score_gemma":0.01384584,"domain_scores_codex":[0.9965328,0.0006562004,0.0004055763,0.0005017224,0.001374935,0.0005287992],"domain_scores_gemma":[0.9858086,0.004133585,0.0004925163,0.0007916923,0.007074698,0.001698935],"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":[0.000009551994,0.00000304508,0.00004606534,0.0000141696,0.000001570528,0.00005881915,0.00001253746,0.000004044904,0.00001825916,0.0002453335,0.9981279,0.001458838],"study_design_scores_gemma":[0.00001298771,0.00000880732,0.0003053055,0.00006113352,0.000003961915,0.00009378782,0.00009706831,0.00003855345,0.00008678076,0.0005993986,0.9986778,0.00001453782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000231304,0.0008411549,0.0001986339,0.8837241,0.09333158,0.0001158732,0.0006193687,0.0003098152,0.02062824],"genre_scores_gemma":[0.002793858,0.0006319654,0.0002062362,0.8736608,0.03544538,0.0002012675,0.0002390371,0.0001971011,0.08662436],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8733189,"threshold_uncertainty_score":0.4237905,"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."}}