{"id":"W4379380706","doi":"10.21838/uhpc.16724","title":"Non-Proprietary Ultra-High Performance Concrete with Recycled Glass Powder","year":2023,"lang":"en","type":"article","venue":"","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Celiac Association; University of Connecticut; State of Connecticut Department of Transportation; U.S. Department of Transportation","keywords":"Materials science; Compressive strength; Glass recycling; Composite material; Characterization (materials science); Glass fiber; Fiber; Nanotechnology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004623129,0.0003934852,0.0003075143,0.0005975603,0.0002485052,0.0003122176,0.0004558303,0.000336962,0.001582619],"category_scores_gemma":[0.0005900296,0.0002020362,0.0003903255,0.0004976713,0.0004319838,0.0006066707,0.0003760925,0.0003548706,0.0003971599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298407,"about_ca_system_score_gemma":0.0004810927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142306,"about_ca_topic_score_gemma":0.009403271,"domain_scores_codex":[0.998976,0.0001068042,0.00005666266,0.0001971708,0.0006086584,0.00005467445],"domain_scores_gemma":[0.999648,0.00006583116,0.0001314235,0.00005498501,0.00007674462,0.00002296098],"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":[0.0001169124,0.00004708289,0.002337724,0.0001854729,0.00001951452,0.0000872471,0.00003656388,0.0005014096,0.9866425,0.00009198447,0.00002865368,0.009904921],"study_design_scores_gemma":[0.000005433816,0.0003951964,0.004941036,0.00001018291,0.00002577938,0.0002282395,0.00002798184,0.0004129493,0.9925612,0.00001167151,0.001375723,0.000004633701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824215,0.00155584,0.01150617,0.00002804724,0.00001224103,0.0001452367,0.0002038564,0.0001944491,0.003932737],"genre_scores_gemma":[0.9797491,0.0007006048,0.01670778,0.00002083771,0.000004087387,0.00004497414,0.0002326024,0.00003366956,0.002506476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002142306,"threshold_uncertainty_score":0.005294383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009112030488140412,"score_gpt":0.2007539965868881,"score_spread":0.1916419660987477,"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."}}