{"id":"W4413076884","doi":"10.5194/egusphere-2025-1802-rc2","title":"Comment on egusphere-2025-1802","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":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001716284,0.001078769,0.001048279,0.00161619,0.002911299,0.004720546,0.002392507,0.01550117,0.4895305],"category_scores_gemma":[0.01016135,0.0005208458,0.001368618,0.001924886,0.001374654,0.002835795,0.002640813,0.007757159,0.3706096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022387,"about_ca_system_score_gemma":0.002864548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02634404,"about_ca_topic_score_gemma":0.0320084,"domain_scores_codex":[0.9985885,0.00009219874,0.0001094841,0.0001606163,0.0007414084,0.0003078067],"domain_scores_gemma":[0.9962364,0.0006255683,0.0001631875,0.0003713683,0.001857826,0.0007458081],"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":[0.00002391207,0.00001028563,0.00004068053,0.00003221316,0.000001260455,0.00004154025,0.000005091634,0.000006847931,0.00004120652,0.0002899115,0.9962443,0.00326264],"study_design_scores_gemma":[0.00002276535,0.000009302918,0.0003488849,0.00006446798,0.000001559159,0.00001221259,0.00002435576,0.00001935569,0.00007267995,0.000298635,0.999118,0.000007841511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0006608295,0.001029916,0.0006103787,0.1772173,0.4184773,0.0006972974,0.01466658,0.004966877,0.3816736],"genre_scores_gemma":[0.002878743,0.0006856158,0.0004516312,0.2253711,0.048286,0.0004343716,0.004853301,0.001508505,0.7155307],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4895305,"threshold_uncertainty_score":0.7281228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06639616216406012,"score_gpt":0.399025983141176,"score_spread":0.3326298209771159,"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."}}