{"id":"W2891626327","doi":"10.7930/soccr2.2018.ch19","title":"Chapter 19: Future of the North American Carbon Cycle. Second State of the Carbon Cycle Report","year":2018,"lang":"en","type":"report","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon cycle; Carbon fibers; State (computer science); Connection (principal bundle); Environmental science; Ecology; Computer science; Mathematics; Biology","routes":{"ca_aff":false,"ca_fund":false,"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":[0.001121082,0.0009683321,0.0003087178,0.002174133,0.001172251,0.004090433,0.0009222922,0.001443828,0.05265639],"category_scores_gemma":[0.001548326,0.000291429,0.0004628907,0.002528846,0.0003214154,0.002661271,0.001140913,0.002504561,0.02481654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003044636,"about_ca_system_score_gemma":0.009759989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03097488,"about_ca_topic_score_gemma":0.04416824,"domain_scores_codex":[0.9987685,0.00006356979,0.00003442706,0.00007710475,0.0009515052,0.0001048134],"domain_scores_gemma":[0.9989049,0.00008248272,0.00008655574,0.00005080426,0.0007514705,0.0001236677],"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":[0.00002393954,0.00003423465,0.0005150736,0.000218266,0.000004096411,0.00004719027,0.00006242479,0.0001822361,0.0003446864,0.0100933,0.9403598,0.04811475],"study_design_scores_gemma":[0.000003941692,0.00000851296,0.001421992,0.0002136386,0.000004215458,0.00002973515,0.00005078981,0.00005159711,0.0002526531,0.002153591,0.9958039,0.000005411156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002982905,0.06960294,0.002962263,0.02872221,0.02046384,0.0006313985,0.04801822,0.001229077,0.8253872],"genre_scores_gemma":[0.01785485,0.1057116,0.006602212,0.004436669,0.00599657,0.001093913,0.05091036,0.0006573915,0.8067365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9690251,"threshold_uncertainty_score":0.1761531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005110310672817212,"score_gpt":0.2011713532064121,"score_spread":0.1960610425335949,"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."}}