{"id":"W2891076400","doi":"10.7930/soccr2.2018.ch6","title":"Chapter 6: Social Science Perspectives on Carbon. 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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon cycle; Carbon fibers; State (computer science); Connection (principal bundle); Political science; Environmental science; Computer science; Ecology; Engineering; 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":[0.00133334,0.0006506299,0.0003626596,0.002289566,0.002058715,0.004602089,0.0006327619,0.002868565,0.0314303],"category_scores_gemma":[0.002302392,0.0001710588,0.0006289245,0.003175128,0.001932683,0.003623727,0.001298747,0.004200315,0.005543649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003044396,"about_ca_system_score_gemma":0.003708873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00809623,"about_ca_topic_score_gemma":0.01055038,"domain_scores_codex":[0.999063,0.0002831818,0.00002970516,0.00009375628,0.0004220357,0.0001083844],"domain_scores_gemma":[0.9987538,0.0007236693,0.00006501301,0.000052023,0.0003347133,0.00007084493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009062422,0.00002734337,0.0003168352,0.0003480177,0.00000618953,0.00006404197,0.000722026,0.0004018646,0.000153883,0.601566,0.3733586,0.02302627],"study_design_scores_gemma":[0.000002742855,0.000007413707,0.0006758652,0.0007733676,0.000003759335,0.00006787224,0.0005489567,0.0001277734,0.0001659913,0.09033764,0.9072806,0.000008037978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002439065,0.1999851,0.00553821,0.1532251,0.01443593,0.00008642917,0.002579801,0.00008317704,0.6216273],"genre_scores_gemma":[0.09187618,0.346348,0.008833385,0.03343005,0.02796577,0.0003956282,0.00318225,0.0003291884,0.4876396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0314303,"threshold_uncertainty_score":0.1051449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008795135047764566,"score_gpt":0.2320260042902166,"score_spread":0.2232308692424521,"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."}}