{"id":"W2979260688","doi":"10.2138/gselements.15.5.313","title":"The Influence of Large Bolide Impacts on Earth's Carbon Cycle","year":2019,"lang":"en","type":"article","venue":"Elements","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Biogeochemical cycle; Carbon cycle; Earth science; Astrobiology; Atmosphere (unit); Earth system science; Carbon fibers; Earth (classical element); Environmental science; Sedimentary rock; Global change; Geology; Atmospheric sciences; Climate change; Ecosystem; Meteorology; Oceanography; Paleontology; Geography; Chemistry; Ecology; Materials science; Physics; Environmental chemistry; Biology","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":[0.0003529039,0.0003323387,0.0002743382,0.000713337,0.001446196,0.002385624,0.0002891746,0.0006570513,0.007148351],"category_scores_gemma":[0.001921235,0.0001588327,0.0002169706,0.0006011758,0.001537092,0.001237602,0.001817396,0.0007495611,0.0005704568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966495,"about_ca_system_score_gemma":0.0008592178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521685,"about_ca_topic_score_gemma":0.01501884,"domain_scores_codex":[0.9997645,0.00004881746,0.000007948593,0.00005371549,0.00005222709,0.00007277208],"domain_scores_gemma":[0.9994222,0.0002062452,0.0000987282,0.00003659897,0.00008549284,0.0001506912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0021205,0.0003388848,0.6076207,0.001228733,0.001021039,0.004741781,0.001903051,0.09229901,0.04604557,0.07138934,0.0255699,0.1457214],"study_design_scores_gemma":[0.0001147685,0.0003029125,0.8739361,0.0002463248,0.0002835295,0.0006868498,0.004930147,0.01275774,0.006814397,0.0367167,0.06304079,0.0001695905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8982614,0.003589769,0.0007073677,0.00286212,0.0001699284,0.00001780209,0.0008750709,0.0001601838,0.09335633],"genre_scores_gemma":[0.9977823,0.001007359,0.0000847011,0.0001190582,0.00005563131,0.000002844203,0.00007944224,0.00002198213,0.0008466678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01521685,"threshold_uncertainty_score":0.03025657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002995328313377556,"score_gpt":0.2222459986725576,"score_spread":0.21925067035918,"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."}}