{"id":"W4309147030","doi":"10.5194/esd-2022-32-rc3","title":"Comment on esd-2022-32","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":"St. Francis Xavier University","funders":"Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; Canada Research Chairs; Vlaams Supercomputer Centrum; Bundesministerium für Bildung und Forschung; Compute Canada","keywords":"Permafrost; Environmental science; Thermal energy storage; Climate change; Earth science; Hydrology (agriculture); Climatology; Atmospheric sciences; Geology; Oceanography; Ecology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006662115,0.0007964054,0.001165779,0.001572401,0.002989335,0.004575007,0.003592564,0.0386018,0.06406077],"category_scores_gemma":[0.04254233,0.0005155003,0.001951553,0.001854115,0.001790428,0.003270134,0.002529335,0.01554003,0.06249814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004244424,"about_ca_system_score_gemma":0.01237155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03592972,"about_ca_topic_score_gemma":0.04109716,"domain_scores_codex":[0.993598,0.0004460821,0.0007101106,0.0005593721,0.003739526,0.0009468954],"domain_scores_gemma":[0.978741,0.004523026,0.0007653329,0.001480884,0.01240211,0.002087609],"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":[0.00001699171,0.000008561213,0.0001461007,0.00006147888,0.000002257681,0.0001271469,0.0000187026,0.00001689112,0.00007444104,0.001232203,0.9954628,0.002832321],"study_design_scores_gemma":[0.00001632231,0.000007267918,0.0008494745,0.00007869679,0.000003217534,0.00004631153,0.00003588599,0.00002788297,0.00007782617,0.0006119296,0.9982317,0.00001340157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001089573,0.003073878,0.0006129587,0.6484829,0.176061,0.0004031495,0.009340686,0.001473732,0.159462],"genre_scores_gemma":[0.005383354,0.001458783,0.0006747256,0.7573379,0.03224178,0.0005551475,0.002994094,0.0003787343,0.1989754],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06406077,"threshold_uncertainty_score":0.2143046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09138861651137295,"score_gpt":0.2995018246313569,"score_spread":0.208113208119984,"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."}}