{"id":"W4304694527","doi":"10.5194/bg-2022-168-cc1","title":"Comment on bg-2022-168","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Carbon cycle; Greenhouse gas; Environmental science; Carbon fibers; Carbon dioxide; Atmospheric carbon cycle; Atmospheric sciences; Positive feedback; Carbon sink; Climate change; Carbon dioxide in Earth's atmosphere; Climatology; Carbon sequestration; Chemistry; Ecosystem; Ecology; Computer science; Engineering","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":[0.003282453,0.001315988,0.001534441,0.001390024,0.002245635,0.005321816,0.002750968,0.03770519,0.04465081],"category_scores_gemma":[0.01616416,0.0005900206,0.002044672,0.002527674,0.001914739,0.00261988,0.001765667,0.02040883,0.04741576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005784918,"about_ca_system_score_gemma":0.007420691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05595724,"about_ca_topic_score_gemma":0.04371708,"domain_scores_codex":[0.99709,0.0002349721,0.0002104658,0.0003292238,0.001598068,0.0005371716],"domain_scores_gemma":[0.9958829,0.001181051,0.0003057237,0.0003258729,0.001827406,0.0004770587],"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":[0.0001130341,0.00002064197,0.0001900224,0.0000792026,0.000007351213,0.0001829998,0.00002106038,0.00007876242,0.0002039395,0.001317918,0.9945515,0.003233419],"study_design_scores_gemma":[0.00005549729,0.00002236467,0.002068168,0.0001182926,0.0000139496,0.00005427254,0.00005276342,0.0002079751,0.0002735536,0.002306083,0.9947827,0.00004435433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001563077,0.003876281,0.0009003659,0.5781054,0.2907323,0.0004125796,0.01923731,0.002260387,0.1029122],"genre_scores_gemma":[0.008347696,0.001498601,0.0008269165,0.8308933,0.04085215,0.0005218834,0.003883327,0.0005064538,0.1126697],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05595724,"threshold_uncertainty_score":0.1493719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349491846698687,"score_gpt":0.2409117383241146,"score_spread":0.2274168198571277,"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."}}