{"id":"W3167554083","doi":"10.5194/egusphere-egu21-627","title":"Mineral protection regulates the long-term global preservation of natural organic carbon","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry; Atmospheric oxygen; Carbon fibers; Oxygen; Environmental chemistry; Materials science; Organic chemistry","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":[0.0004036285,0.0003710284,0.0002988817,0.0005818853,0.0004460931,0.00106549,0.0004823655,0.0006215468,0.001302029],"category_scores_gemma":[0.0008391564,0.0003194258,0.0003125926,0.0006723583,0.000904542,0.001080371,0.000793413,0.000607832,0.0006760539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007659438,"about_ca_system_score_gemma":0.000543905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00419302,"about_ca_topic_score_gemma":0.007108948,"domain_scores_codex":[0.9997218,0.00001705924,0.000009058434,0.0001608061,0.0000635349,0.00002767535],"domain_scores_gemma":[0.9996013,0.00008170232,0.0001394348,0.00005354839,0.00008078504,0.00004328844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001467517,0.0000374122,0.03539941,0.0003467082,0.0001132932,0.00007533839,0.0001826964,0.003320563,0.8970768,0.003839264,0.0004096365,0.05905218],"study_design_scores_gemma":[0.00002668957,0.000250425,0.186481,0.00005766107,0.0001723068,0.0004156769,0.0003677515,0.02385268,0.7376568,0.006745249,0.04385262,0.0001211068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966916,0.0134129,0.07406617,0.0005418409,0.0001743643,0.00004523775,0.002747396,0.0006477026,0.01167287],"genre_scores_gemma":[0.9764431,0.003718788,0.01665218,0.0001176039,0.00005637578,0.00002169611,0.0005616344,0.0001343028,0.002294314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00419302,"threshold_uncertainty_score":0.0083372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376429145557754,"score_gpt":0.2247492813571482,"score_spread":0.2109849899015707,"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."}}