{"id":"W7084495951","doi":"10.1016/j.coal.2025.104886","title":"Quantifying inertinite carbon in biochar","year":2025,"lang":"en","type":"article","venue":"International Journal of Coal Geology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Virtual Materials Group (Canada)","funders":"European Commission; HORIZON EUROPE Framework Programme; Innovationsfonden; Energi-, Forsynings- og Klimaministeriet","keywords":"Biochar; Inertinite; Carbon fibers; Carbonization; Charcoal; Greenhouse gas; Carbon sequestration; Carbon dioxide","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002168958,0.0000587105,0.0001910743,0.0005483386,0.000007908138,0.000006150947,0.0001408495,0.00006649065,0.00009601955],"category_scores_gemma":[0.0001275857,0.00004803739,0.00007504649,0.0001046535,0.0000457798,0.00003146547,0.0000490569,0.0002358501,0.000005624322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005919339,"about_ca_system_score_gemma":0.0001719934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042117,"about_ca_topic_score_gemma":0.00004615154,"domain_scores_codex":[0.9992537,0.00003464227,0.0003735103,0.00007059069,0.0001685517,0.00009896026],"domain_scores_gemma":[0.999393,0.00006427673,0.0001264726,0.000061582,0.000317079,0.0000376279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009614425,0.0001904447,0.967082,0.00001334533,0.0001730358,0.001067955,0.0001145681,0.00009909815,0.01724486,0.004417129,0.0003364601,0.008299729],"study_design_scores_gemma":[0.002553097,0.0001626126,0.9842476,0.0002431931,0.00003160132,0.001532883,0.000128143,0.0004921877,0.002579739,0.0007350242,0.007241718,0.00005222754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821392,0.0008016346,0.0003006443,0.01040716,0.001123877,0.00003429937,6.295128e-7,0.000004143707,0.005188429],"genre_scores_gemma":[0.9980772,0.00006103131,0.0001897229,0.001047211,0.0002085623,9.702934e-7,0.000002035474,0.000003621773,0.0004096509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01716564,"threshold_uncertainty_score":0.1958908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578050522954462,"score_gpt":0.3323570745214922,"score_spread":0.3065765692919475,"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."}}