{"id":"W2944727188","doi":"10.1016/j.fuel.2019.05.040","title":"Forecast of coal spontaneous combustion based on the variations of functional groups and microcrystalline structure during low-temperature oxidation","year":2019,"lang":"en","type":"article","venue":"Fuel","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Coal; Microcrystalline; Stacking; Chemistry; Combustion; Chemical engineering; Analytical Chemistry (journal); Materials science; Organic chemistry; Crystallography","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":[0.00003658502,0.00006948604,0.00007940246,0.00004083859,0.00002981552,0.00001051252,0.00003214306,0.00005456002,0.0001708895],"category_scores_gemma":[0.00001155567,0.00005125272,0.00002070193,0.00007358516,0.00001293439,0.00005040745,0.000008777684,0.00007775213,0.000001130942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002037615,"about_ca_system_score_gemma":0.000008015577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004669934,"about_ca_topic_score_gemma":0.00002467375,"domain_scores_codex":[0.9996302,0.00001264356,0.000127162,0.00007170657,0.00009980082,0.00005849692],"domain_scores_gemma":[0.999761,0.0000371511,0.00003658389,0.0000986213,0.00005405203,0.00001262756],"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":[0.00008693569,0.00001391616,0.0004220836,0.000267099,0.00001180262,5.490966e-7,0.000111443,0.330539,0.6680295,0.0004147314,0.0000443398,0.00005854727],"study_design_scores_gemma":[0.001343008,0.0001821485,0.144761,0.0002566856,0.00004501832,0.00004494035,0.0002374585,0.7056876,0.1466675,0.0003652267,0.0001713227,0.0002381312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976066,0.00005922448,0.001796604,0.00006163271,0.000147924,0.0001652044,0.00005123864,0.0000213763,0.00009015181],"genre_scores_gemma":[0.9996868,0.00001054908,0.00005835656,0.00001594013,0.0000417009,0.000001962045,0.0001280469,0.0000106224,0.00004596622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5213621,"threshold_uncertainty_score":0.2090025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004605376915633874,"score_gpt":0.1511664119164109,"score_spread":0.146561035000777,"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."}}