{"id":"W4311715104","doi":"10.5194/egusphere-2022-224-ac3","title":"Reply on RC2","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Soil water; Root mean square; Arctic; Environmental science; Remote sensing; Brightness temperature; Brightness; Polarization (electrochemistry); Spectral index; Atmospheric sciences; Spectral line; Soil science; Geology; Physics; Optics; Chemistry; Oceanography","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":[],"consensus_categories":[],"category_scores_codex":[0.003494461,0.0008686474,0.001067982,0.001391494,0.002900565,0.004381153,0.003083963,0.02536942,0.08623097],"category_scores_gemma":[0.03765329,0.000606303,0.001152448,0.0009978204,0.002128261,0.004442745,0.002371681,0.01942467,0.0797734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003486816,"about_ca_system_score_gemma":0.00391158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018201,"about_ca_topic_score_gemma":0.0116755,"domain_scores_codex":[0.9969712,0.0005113205,0.0003727699,0.0004985497,0.001259697,0.0003863144],"domain_scores_gemma":[0.9855941,0.003728888,0.0005291245,0.0008116632,0.007397473,0.001938826],"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":[0.000008099777,0.000002520822,0.0000383068,0.00001349168,0.000001429307,0.00004466989,0.000007961306,0.00000353933,0.00001840371,0.0001657821,0.9982638,0.001432015],"study_design_scores_gemma":[0.00001247548,0.000007141458,0.0003060343,0.00005519842,0.00000355926,0.00008862952,0.00006857784,0.00002863443,0.00007516025,0.0005200184,0.9988207,0.00001380216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001738253,0.0009395084,0.0001805693,0.8056877,0.1799976,0.00008019543,0.0005041126,0.00028602,0.01215046],"genre_scores_gemma":[0.002105734,0.0007888149,0.0002185733,0.8450214,0.08246724,0.0001501906,0.0002449902,0.0001848915,0.06881822],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08623097,"threshold_uncertainty_score":0.2884713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09126331279171683,"score_gpt":0.2970455410072971,"score_spread":0.2057822282155802,"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."}}