{"id":"W1931271622","doi":"10.3390/ma8105353","title":"Engineering Behavior and Characteristics of Wood Ash and Sugarcane Bagasse Ash","year":2015,"lang":"en","type":"article","venue":"Materials","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fly ash; Biomass (ecology); Wood ash; Bottom ash; Bagasse; Environmental science; Coal; Waste management; Pulp and paper industry; Geology; Agronomy; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001858984,0.0001088706,0.0002019266,0.00001401293,0.00002521945,0.0000271432,0.00005512182,0.00003604424,0.0004588013],"category_scores_gemma":[0.00004555342,0.00009158343,0.00000799163,0.00002596065,0.0001109035,0.0001035153,0.0003114405,0.00002311031,0.00004420589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004635065,"about_ca_system_score_gemma":0.000001726195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475174,"about_ca_topic_score_gemma":0.000002836576,"domain_scores_codex":[0.9993827,0.00001786339,0.0001675994,0.0001432896,0.0001349827,0.0001535146],"domain_scores_gemma":[0.9997014,0.00001621068,0.00006184469,0.0001124089,0.00000209526,0.0001060661],"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":[0.00001370329,0.00003787624,0.1509718,0.00001927939,0.000008429812,0.000008980895,0.0004358044,0.00000286055,0.8475604,0.000004369962,0.0001670722,0.0007694928],"study_design_scores_gemma":[0.0003204831,0.00008034462,0.7960013,0.00001095591,0.00002951589,0.00002335086,0.00003883538,0.000004294597,0.2028356,0.00001406409,0.0005153934,0.0001259549],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992505,0.00002649922,0.000004899844,0.00003931631,0.0001307692,0.0001316646,0.0000669101,0.00001492079,0.0003344869],"genre_scores_gemma":[0.9992757,0.00004675829,0.0004674678,0.00002612574,0.00002598694,0.00001389659,0.000007346834,0.00001260598,0.000124079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6450295,"threshold_uncertainty_score":0.5023552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251619279645365,"score_gpt":0.2089677672440987,"score_spread":0.1964515744476451,"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."}}