{"id":"W4409758967","doi":"10.5194/egusphere-2025-649-rc1","title":"Comment on egusphere-2025-649","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002096869,0.0007099914,0.000682715,0.001305687,0.002382592,0.003640303,0.001612181,0.01107201,0.3500599],"category_scores_gemma":[0.01412253,0.0003213517,0.000876486,0.001164308,0.0009715141,0.002435187,0.001902827,0.004720757,0.2181314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260379,"about_ca_system_score_gemma":0.003044341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0199759,"about_ca_topic_score_gemma":0.02686682,"domain_scores_codex":[0.9983315,0.0001305894,0.0001166525,0.0001337672,0.0009975648,0.000290004],"domain_scores_gemma":[0.9931791,0.00117869,0.0002376512,0.0005173591,0.003844175,0.001043085],"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":[0.00001761182,0.000008523392,0.00006053222,0.00003245688,0.000001024168,0.00005015934,0.00000709504,0.000008442484,0.00005328751,0.0003625013,0.9965678,0.002830452],"study_design_scores_gemma":[0.00001371253,0.000008682607,0.0004443229,0.00005013655,0.000001201322,0.00001110583,0.00002992055,0.00002818008,0.00009096078,0.0001915449,0.9991243,0.000005839943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001291772,0.001297096,0.0007700935,0.2691277,0.3471032,0.000914217,0.01040187,0.003371016,0.3657231],"genre_scores_gemma":[0.00550961,0.0008414745,0.0004593236,0.1411752,0.04092742,0.0003572825,0.00296187,0.001102815,0.806665],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3500599,"threshold_uncertainty_score":0.9270606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0653283965028516,"score_gpt":0.4011325478269038,"score_spread":0.3358041513240522,"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."}}