{"id":"W4391653957","doi":"10.5194/esd-2023-44-rc2","title":"Comment on esd-2023-44","year":2024,"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":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia e Innovación; Canada Research Chairs; Deutsches Klimarechenzentrum; Alexander von Humboldt-Stiftung","keywords":"Chemistry; Environmental chemistry; Environmental science","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":[0.002558002,0.0008176687,0.001050707,0.001145189,0.001901508,0.004331438,0.002724717,0.02434015,0.1461636],"category_scores_gemma":[0.01268489,0.0004751092,0.002116252,0.001767766,0.001094006,0.002303136,0.001883188,0.01145338,0.1133735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00351385,"about_ca_system_score_gemma":0.005376274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03103285,"about_ca_topic_score_gemma":0.03177885,"domain_scores_codex":[0.9979504,0.0001469004,0.0001888435,0.0002203578,0.001092537,0.0004009848],"domain_scores_gemma":[0.9954628,0.001063142,0.0002132344,0.0004099509,0.002355117,0.0004957513],"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":[0.00002579569,0.000008387385,0.00007625763,0.00003881643,0.000001811285,0.00004708956,0.000005447957,0.00001823272,0.00005643289,0.000639305,0.9968635,0.002218899],"study_design_scores_gemma":[0.00002379176,0.000009550842,0.0008675855,0.00006839157,0.000003331539,0.00002069759,0.0000216509,0.00004018598,0.0001057814,0.0007382325,0.9980884,0.00001238325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00111965,0.001977176,0.0009573516,0.3649748,0.2503954,0.0006676862,0.04462903,0.003373424,0.3319055],"genre_scores_gemma":[0.005194563,0.0008373517,0.0006997142,0.616186,0.0273985,0.0006743425,0.008938674,0.0007177442,0.3393531],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1461636,"threshold_uncertainty_score":0.4889659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09506556251160643,"score_gpt":0.3102606831542976,"score_spread":0.2151951206426912,"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."}}