{"id":"W2892336542","doi":"10.7930/soccr2.2018.ch1","title":"Chapter 1: Overview of the Global 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":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon cycle; Carbon fibers; State (computer science); Environmental science; Chemistry; Materials science; Computer science; Biology; Ecology; Algorithm","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":[0.0006967159,0.001477098,0.0005419101,0.004500343,0.0005830081,0.003421941,0.0009516009,0.001011742,0.0943799],"category_scores_gemma":[0.001353793,0.0004460296,0.0005256021,0.007763015,0.0003304692,0.002989551,0.001188171,0.001724778,0.06684805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526993,"about_ca_system_score_gemma":0.002772404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008216137,"about_ca_topic_score_gemma":0.008010126,"domain_scores_codex":[0.9991026,0.00006735604,0.00004675086,0.000131689,0.0005877861,0.00006381547],"domain_scores_gemma":[0.999376,0.0001045088,0.00007643555,0.00004085428,0.000351631,0.00005054361],"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":[0.00003283695,0.00003938247,0.0004437302,0.001462379,0.00001078517,0.00003828221,0.00008377774,0.0006364993,0.0006124069,0.01631621,0.8290618,0.1512619],"study_design_scores_gemma":[0.000001959819,0.000007655921,0.0004968975,0.000375179,0.000003903815,0.00002420634,0.00002019827,0.00003107382,0.00009623455,0.002220072,0.9967172,0.00000548845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001884926,0.2245205,0.008869435,0.008763135,0.01183256,0.0008900162,0.08753668,0.002407216,0.6532955],"genre_scores_gemma":[0.01488343,0.3998393,0.01420813,0.00285929,0.008435221,0.001014982,0.1026341,0.001719401,0.4544062],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0943799,"threshold_uncertainty_score":0.3157322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499615012242655,"score_gpt":0.2411537044457894,"score_spread":0.2261575543233628,"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."}}