{"id":"W4214880177","doi":"10.5267/j.esm.2022.2.004","title":"Evaluation of the effects of soda-lime-silica glass with rice husk ash as an additive on the hardness behavior","year":2022,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Putra Malaysia","keywords":"Husk; Materials science; Glass recycling; Lime; Soda-lime glass; Raw material; Composite material; Rockwell scale; Metallurgy; Chemistry; Botany","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":[0.0009640608,0.0001418793,0.0001761609,0.00005976528,0.0001285819,0.00001335198,0.0002448952,0.00005665107,0.00004720832],"category_scores_gemma":[0.0003082515,0.00009647232,0.00005241032,0.0002787178,0.00001178393,0.00005451856,0.00004893284,0.000234218,0.000001365471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000853985,"about_ca_system_score_gemma":0.00004953942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001392,"about_ca_topic_score_gemma":0.000001461518,"domain_scores_codex":[0.9987015,0.0001724383,0.0002287703,0.0001444545,0.0006093126,0.0001435726],"domain_scores_gemma":[0.9992542,0.0000943074,0.00009913974,0.00036828,0.0001541163,0.00002993428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000294848,0.00008436732,0.00000109215,0.00006966037,0.00007229261,5.675211e-7,0.0006272917,0.8018648,0.1920609,0.002491698,0.00008533488,0.002612535],"study_design_scores_gemma":[0.0005559077,0.0005533661,0.0001345523,0.0001498954,0.0003070186,0.00000934979,0.000498465,0.3193902,0.6769216,0.0001935174,0.001095629,0.0001904956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954364,0.0000759926,0.0006267091,0.00002973489,0.002958732,0.0006452854,0.00003070966,0.00008950038,0.0001068973],"genre_scores_gemma":[0.9994217,0.0000249868,0.00005501769,0.0000100721,0.0001234636,0.0002673505,0.00001430035,0.0000348971,0.00004823687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4848607,"threshold_uncertainty_score":0.3934027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183903404413868,"score_gpt":0.2440256164021608,"score_spread":0.225635275960774,"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."}}