{"id":"W4281910297","doi":"10.5194/tc-2022-38-rc3","title":"Comment on tc-2022-38","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":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Permafrost; Peat; Thermokarst; Landform; Geology; Physical geography; Wetland; Bog; Aerial photography; Geomorphology; Hydrology (agriculture); Earth science; Oceanography; Geography; Ecology; Remote sensing; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002233722,0.00101601,0.001180727,0.00104381,0.003405924,0.004343492,0.003630534,0.04345015,0.05890397],"category_scores_gemma":[0.01107138,0.0005530076,0.001444944,0.001916951,0.001663264,0.002023267,0.001387755,0.01559106,0.05217344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009937217,"about_ca_system_score_gemma":0.01719803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3216924,"about_ca_topic_score_gemma":0.3371865,"domain_scores_codex":[0.9972253,0.0001569625,0.0002114303,0.0002335999,0.001511173,0.0006615396],"domain_scores_gemma":[0.9947014,0.0009355962,0.0001987395,0.0003038018,0.003201071,0.000659376],"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":[0.00003449003,0.00001538087,0.0001873874,0.00003865766,0.000003030259,0.0001309067,0.00002317409,0.00003483946,0.0001161343,0.0006065563,0.9967362,0.002073226],"study_design_scores_gemma":[0.00002425496,0.00001428772,0.001511167,0.00009314704,0.000005974634,0.00003723546,0.00009943121,0.00009214529,0.0001158955,0.0005284902,0.9974521,0.00002594365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002053166,0.00281234,0.0008508636,0.5266304,0.1721512,0.001219788,0.0222526,0.002127728,0.2699019],"genre_scores_gemma":[0.005309495,0.0008317304,0.0005487165,0.6778409,0.01571873,0.0007476007,0.003410825,0.0003011696,0.2952908],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3216924,"threshold_uncertainty_score":0.6396399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09138091952956341,"score_gpt":0.2989943580489672,"score_spread":0.2076134385194038,"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."}}