{"id":"W4385970798","doi":"10.5194/egusphere-2023-571-ac3","title":"Reply on RC1","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":"University of Alberta","funders":"","keywords":"Permafrost; Attenuation; Calibration; Core (optical fiber); Remote sensing; Range (aeronautics); Geology; Ice core; Bulk density; Soil science; Mineralogy; Materials science; Soil water; Optics; Physics; Composite material","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.003864742,0.0008673477,0.00107018,0.001506316,0.003769829,0.004395841,0.003447106,0.02585452,0.1332011],"category_scores_gemma":[0.04170848,0.0005878631,0.001056162,0.001336733,0.002343042,0.004612167,0.0026975,0.02053915,0.1104213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004927376,"about_ca_system_score_gemma":0.004972448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113425,"about_ca_topic_score_gemma":0.01619477,"domain_scores_codex":[0.9964967,0.0005619056,0.0003867309,0.0005616892,0.001535574,0.0004572545],"domain_scores_gemma":[0.9825549,0.004460046,0.0006055816,0.0009816616,0.009330763,0.002067158],"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":[0.000007682838,0.000002526274,0.00003750212,0.00001585644,0.000001099055,0.00004597674,0.00001216204,0.000003554255,0.00002023797,0.0002379644,0.9975866,0.002028872],"study_design_scores_gemma":[0.000006656765,0.000005075233,0.0002381576,0.00004255406,0.000002096858,0.00005784262,0.00007004198,0.00001747851,0.00005435485,0.0003287256,0.999168,0.000009066437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002140158,0.00144564,0.0002180563,0.8333974,0.1403521,0.0001059252,0.0004348475,0.0003672495,0.02346475],"genre_scores_gemma":[0.002497172,0.001053926,0.0003188066,0.8098613,0.05058631,0.0001915268,0.0002523351,0.0002767527,0.1349618],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1332011,"threshold_uncertainty_score":0.4456019,"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."}}