{"id":"W4378531220","doi":"10.5194/egusphere-2022-473-ac3","title":"Reply on RC2","year":2023,"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":"Norges Forskningsråd; Bundesministerium für Bildung und Forschung","keywords":"Permafrost; Physical geography; Snow; Arctic; Active layer; Geology; Geography; Geomorphology; Chemistry; Oceanography; Layer (electronics)","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":[0.002639219,0.000996182,0.001117928,0.001096044,0.003256731,0.004435508,0.0034703,0.02695882,0.1531287],"category_scores_gemma":[0.02543179,0.000633541,0.001617447,0.0009832788,0.002223424,0.003962347,0.002534261,0.02347434,0.1240368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003665394,"about_ca_system_score_gemma":0.003513987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008021406,"about_ca_topic_score_gemma":0.009500698,"domain_scores_codex":[0.9972892,0.0004722744,0.0002777832,0.0005244171,0.001020923,0.0004154166],"domain_scores_gemma":[0.9938229,0.001940518,0.0002273393,0.0004596227,0.002664572,0.0008849452],"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":[0.000009950742,0.000003500706,0.00002735939,0.00001450031,0.00000165096,0.00005439482,0.000008910946,0.000004639106,0.00001872611,0.0003134526,0.9975673,0.001975704],"study_design_scores_gemma":[0.00001136435,0.000007110793,0.000157904,0.00005154988,0.000003064398,0.00006169954,0.0000508953,0.00002251925,0.0000630127,0.0004902612,0.999072,0.00000869618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002296751,0.001997253,0.0002431914,0.7120101,0.2433009,0.0001217672,0.000684829,0.0004440779,0.04096813],"genre_scores_gemma":[0.002117092,0.0009805097,0.0001982726,0.8039095,0.06013361,0.0001618921,0.0002260523,0.0002395502,0.1320334],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1531287,"threshold_uncertainty_score":0.5122664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228318860421842,"score_gpt":0.3134604108313091,"score_spread":0.1906285247891249,"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."}}