{"id":"W4225861975","doi":"10.5194/tc-2022-39-rc1","title":"Comment on tc-2022-39","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Freeboard; Snow; Sea ice; Environmental science; Arctic; Climatology; Arctic ice pack; Icing; Meteorology; Geology; Oceanography; Geography; Engineering","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":[0.002681533,0.0009103006,0.001101324,0.001042991,0.002926639,0.004587429,0.00324952,0.0270174,0.04812735],"category_scores_gemma":[0.01029022,0.0004384725,0.001667574,0.001990781,0.001197108,0.002144361,0.001407348,0.01613476,0.04288971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007319642,"about_ca_system_score_gemma":0.01456639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1498618,"about_ca_topic_score_gemma":0.1497458,"domain_scores_codex":[0.9971582,0.0001637863,0.000240771,0.0002579895,0.001523266,0.0006561032],"domain_scores_gemma":[0.9945621,0.0009827227,0.0002261894,0.0003288143,0.003270675,0.0006295351],"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":[0.00003855048,0.00001353666,0.0001789618,0.00005857669,0.000003783995,0.0001140379,0.00002149171,0.00002941755,0.0001338249,0.0009762428,0.9963614,0.002070168],"study_design_scores_gemma":[0.00002955263,0.00001254191,0.001594963,0.0001366333,0.000007730193,0.00004375187,0.00007573442,0.0000888044,0.0001924076,0.0008209542,0.9969716,0.00002527866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002176965,0.003092569,0.001078218,0.4251201,0.2411519,0.0009787991,0.0429882,0.002102433,0.2813108],"genre_scores_gemma":[0.007001784,0.001134958,0.0007887752,0.7157977,0.02492134,0.001007471,0.009473806,0.0005094424,0.2393647],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1498618,"threshold_uncertainty_score":0.2979791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02399606790517181,"score_gpt":0.2531509519491236,"score_spread":0.2291548840439518,"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."}}