{"id":"W4288433112","doi":"10.5194/egusphere-2022-224-cc1","title":"Comment on egusphere-2022-224","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Tundra; Soil water; Root mean square; Remote sensing; Brightness; Arctic; Brightness temperature; Environmental science; Polarization (electrochemistry); Spectral index; Satellite; The arctic; Atmospheric sciences; Spectral line; Soil science; Geology; Physics; Optics; Chemistry; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002858826,0.0007732662,0.000902647,0.00112595,0.002312534,0.003290498,0.002247752,0.02510554,0.06806343],"category_scores_gemma":[0.02026063,0.000422978,0.001451902,0.001058553,0.001783574,0.002930802,0.002001746,0.01266278,0.06085345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562694,"about_ca_system_score_gemma":0.004863405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02351893,"about_ca_topic_score_gemma":0.02457302,"domain_scores_codex":[0.99747,0.0001829428,0.0002819675,0.0002613671,0.001435571,0.0003682308],"domain_scores_gemma":[0.9923308,0.001481089,0.0003694611,0.0006327378,0.004253135,0.0009327272],"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":[0.00001808973,0.000009448003,0.000123662,0.00005058181,0.000002831661,0.0001441837,0.00002018411,0.00001156228,0.00009273691,0.0007087202,0.9961135,0.002704497],"study_design_scores_gemma":[0.00001380146,0.000008083373,0.000635044,0.0000695954,0.000003482605,0.00004306437,0.00003968774,0.00002119164,0.00009826278,0.0005020503,0.9985554,0.00001037471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007882788,0.002271376,0.0004681642,0.5721995,0.3471833,0.0003994462,0.003885818,0.0009557005,0.07184833],"genre_scores_gemma":[0.003785255,0.001418677,0.0005558917,0.7139776,0.06685514,0.00031917,0.001201648,0.000334695,0.2115519],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06806343,"threshold_uncertainty_score":0.2276949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07829743200316348,"score_gpt":0.2934922099928468,"score_spread":0.2151947779896833,"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."}}