{"id":"W4294385376","doi":"10.5194/essd-2022-261-cc1","title":"Comment on essd-2022-261","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Ice sheet; Ice stream; Antarctic ice sheet; Future sea level; Greenland ice sheet; Glacier mass balance; Geology; Sea ice; Climatology; Cryosphere; Ice core; Oceanography; Glacier; Geomorphology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00230667,0.0008190555,0.0009900668,0.0007693212,0.001767415,0.003076204,0.002484806,0.03214538,0.06076936],"category_scores_gemma":[0.01024733,0.0004813346,0.001650673,0.0009940829,0.001529012,0.001801217,0.001627942,0.0148389,0.06899589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827654,"about_ca_system_score_gemma":0.003477756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399705,"about_ca_topic_score_gemma":0.01942977,"domain_scores_codex":[0.9981143,0.0001503114,0.0002902046,0.0002672374,0.0008054254,0.0003725443],"domain_scores_gemma":[0.9963081,0.0009345501,0.000179389,0.0002893434,0.001595986,0.0006926625],"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":[0.00004092956,0.00001912585,0.0002559176,0.00006244097,0.000004581037,0.0002532583,0.00001737228,0.00001893019,0.0001206663,0.0006902359,0.9947512,0.003765525],"study_design_scores_gemma":[0.00003365416,0.00001864969,0.001123439,0.0001344512,0.000005261265,0.00008497303,0.00004631532,0.00003231956,0.0001129947,0.0006311748,0.9977614,0.00001551508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001173366,0.003556468,0.0005482957,0.5265974,0.3449554,0.0003517403,0.00632185,0.0008847162,0.1156108],"genre_scores_gemma":[0.003772743,0.00142119,0.0003411776,0.7663463,0.06113696,0.0003093805,0.001519785,0.0001329815,0.1650194],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06076936,"threshold_uncertainty_score":0.2032937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531870048178356,"score_gpt":0.3550286508140194,"score_spread":0.3297099503322358,"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."}}