{"id":"W3215905212","doi":"10.3390/jcs5120315","title":"Strength, Shrinkage and Early Age Characteristics of One-Part Alkali-Activated Binders with High-Calcium Industrial Wastes, Solid Reagents and Fibers","year":2021,"lang":"en","type":"article","venue":"Journal of Composites Science","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Fly ash; Compressive strength; Reagent; Ternary operation; Ground granulated blast-furnace slag; Shrinkage; Composite material; Curing (chemistry); Polyvinyl alcohol; Cement; Composite number; Chemical engineering; Chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003648348,0.0001084604,0.0002930237,0.0001692598,0.00007794158,0.0002143514,0.0001794583,0.00004693033,0.00003980452],"category_scores_gemma":[0.00005723993,0.00009224527,0.00002176007,0.0003314551,0.0002672688,0.0003556145,0.00009384818,0.000196497,4.938833e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003739372,"about_ca_system_score_gemma":0.0001110496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001334681,"about_ca_topic_score_gemma":0.000001569675,"domain_scores_codex":[0.9987173,0.00003804713,0.000361778,0.0001310729,0.0005182172,0.0002335833],"domain_scores_gemma":[0.9992899,0.0000832177,0.0001504441,0.0001245174,0.0001800779,0.000171805],"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":[0.00008228074,0.00002028313,0.008211127,0.00003991133,0.00005316259,0.00007857426,0.0001985385,0.00006339661,0.990391,0.00001676157,0.00003004078,0.0008149692],"study_design_scores_gemma":[0.0008517857,0.0004082833,0.07769999,0.0003085726,0.00003370055,0.00006884942,0.0001018482,0.0003090895,0.919945,0.000009062976,0.0001296772,0.0001341184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993717,0.00009148848,0.00006026514,0.00003775395,0.0002090435,0.00006319487,0.00001240205,0.000009007849,0.0001451613],"genre_scores_gemma":[0.9991173,0.0001751132,0.0005809859,0.000007963358,0.00008285895,6.041994e-7,0.000002239526,0.000009591269,0.00002340152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07044593,"threshold_uncertainty_score":0.3761653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161764002910911,"score_gpt":0.2523439949550039,"score_spread":0.2207263549258948,"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."}}