{"id":"W4309146122","doi":"10.5194/bg-2022-168-ac1","title":"Reply on RC1","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; Positive feedback; Atmospheric sciences; Climate change; Carbon sink; Carbon dioxide in Earth's atmosphere; Climatology; Carbon sequestration; Ecosystem; Chemistry; 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":[0.003154515,0.001229573,0.001406981,0.001164396,0.003115183,0.005806238,0.003826065,0.0282315,0.1445783],"category_scores_gemma":[0.02972841,0.0006445318,0.001969229,0.0009858335,0.002725602,0.004504974,0.003001332,0.02606347,0.1148657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004726346,"about_ca_system_score_gemma":0.004315628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006978749,"about_ca_topic_score_gemma":0.007232603,"domain_scores_codex":[0.9965133,0.0006194626,0.000361809,0.0006645052,0.001262974,0.0005779227],"domain_scores_gemma":[0.9939942,0.001652043,0.0002712784,0.0005780549,0.002551222,0.0009532287],"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":[0.00001879506,0.000005744421,0.00004094426,0.00003212456,0.000003978467,0.0000831537,0.00001534198,0.000009761157,0.0000391301,0.0006997023,0.9954484,0.003602888],"study_design_scores_gemma":[0.00001153849,0.000007446122,0.0001531588,0.00006632259,0.000003926047,0.00006500656,0.00004460538,0.00001944124,0.00007630299,0.0006209181,0.9989214,0.000009873055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002445309,0.0034154,0.0002612941,0.7285562,0.2386223,0.0001072827,0.0006748431,0.0003861674,0.02773202],"genre_scores_gemma":[0.003138462,0.00272942,0.0003098131,0.7828591,0.0825195,0.0002274048,0.0004076228,0.0003078787,0.1275008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1445783,"threshold_uncertainty_score":0.4836627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304788931417362,"score_gpt":0.2393639384056802,"score_spread":0.2263160490915066,"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."}}