{"id":"W2728180493","doi":"10.1061/9780784480809.020","title":"Assessment of Key Properties of Solidified Fly Ash with and without Sodium Sulfate","year":2017,"lang":"en","type":"article","venue":"Grouting 2017","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"Bucknell University","keywords":"Fly ash; Key (lock); Sulfate; Sodium; Chemistry; Chemical engineering; Computer science; Materials science; Metallurgy; Engineering; Organic chemistry; Computer security","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":[0.0004352599,0.0003741821,0.0002130616,0.0004779133,0.0002778383,0.0004311656,0.0003154673,0.0003664718,0.0008424268],"category_scores_gemma":[0.0004668225,0.0001340247,0.0003038177,0.0004723539,0.0003175569,0.000413026,0.0001866471,0.0003792347,0.0002217597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000368658,"about_ca_system_score_gemma":0.0004211961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004762648,"about_ca_topic_score_gemma":0.009811925,"domain_scores_codex":[0.9995335,0.0000448567,0.00004514109,0.00006684132,0.0002644553,0.00004520597],"domain_scores_gemma":[0.9995123,0.00008531639,0.0001003956,0.00002479696,0.0002228067,0.00005432211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002262235,0.00006617927,0.002677694,0.00004802917,0.00001243218,0.00002921967,0.00005123749,0.0002559152,0.9939235,0.00003028448,0.00001249024,0.002666841],"study_design_scores_gemma":[0.000005257672,0.0006032695,0.01466434,0.000006424398,0.00001929516,0.00002966241,0.0001140251,0.001019192,0.983009,0.00002082015,0.0004995583,0.000009011332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977259,0.0002236609,0.0009723802,0.000007495527,0.000006363022,0.00002773074,0.0002911651,0.00001648845,0.0007288788],"genre_scores_gemma":[0.9960374,0.0003274603,0.001596918,0.0000165217,0.000002095374,0.00002764005,0.0004437079,0.00001277478,0.001535552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004762648,"threshold_uncertainty_score":0.009469867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05868818471717544,"score_gpt":0.2807647292701777,"score_spread":0.2220765445530023,"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."}}