{"id":"W3127558351","doi":"10.11159/jffhmt.2021.009","title":"Unconstrained Extraction of Fossil Fuels and Implication for Carbon Budgets under Climate Change Scenarios","year":2021,"lang":"en","type":"article","venue":"Journal of Fluid Flow Heat and Mass Transfer","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fossil fuel; Climate change; Environmental science; Extraction (chemistry); Carbon fibers; Natural resource economics; Climate change mitigation; Waste management; Chemistry; Economics; Ecology; Engineering; Materials science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001620841,0.0001071503,0.0001947184,0.000008549173,0.00006220634,0.00001309993,0.00003980066,0.00007890057,0.00005491757],"category_scores_gemma":[0.000004062771,0.0000921324,0.00006852707,0.00005574339,0.0001188526,0.000201066,0.00001364672,0.00008365254,3.128193e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006284154,"about_ca_system_score_gemma":0.000008533913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002221911,"about_ca_topic_score_gemma":0.00001537485,"domain_scores_codex":[0.9992527,0.00002099406,0.0002817246,0.0001387183,0.0001478347,0.0001580442],"domain_scores_gemma":[0.9997508,0.00003365219,0.00003257294,0.00007245366,0.00001328076,0.00009722835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001649502,0.0001024943,0.01269266,0.00007621485,0.00003670323,0.000008504921,0.0004580372,0.00251628,0.9487143,0.0001005511,0.00001045868,0.03511892],"study_design_scores_gemma":[0.01218838,0.003255352,0.6306159,0.0003910033,0.00112681,0.001775096,0.003886425,0.1491912,0.1869276,0.005439461,0.003853621,0.001349146],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558852,0.0008055911,0.04214896,0.0006632719,0.0001079185,0.0001561852,0.000007873701,0.000003786138,0.0002212396],"genre_scores_gemma":[0.9891766,0.002327451,0.008336417,0.00005983873,0.00005410891,0.000007185693,0.00000204179,0.0000111695,0.00002516576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7617867,"threshold_uncertainty_score":0.375705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289427655338102,"score_gpt":0.2305734340189499,"score_spread":0.2176791574655689,"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."}}