{"id":"W2992525470","doi":"","title":"A More Sustainable Unshrinkable Fill","year":2014,"lang":"en","type":"article","venue":"ACI Concrete International","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Aggregate (composite); Civil engineering; Waste management; Engineering; Environmental science; Geotechnical engineering; Forensic engineering; Materials science; Composite material","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":[0.0001470717,0.0001741743,0.0001620493,0.0001219913,0.00005951799,0.00009528182,0.0004472111,0.00008285067,0.0007919979],"category_scores_gemma":[0.0001130165,0.0001792878,0.00006579067,0.0001280249,0.00005327029,0.0004562338,0.0000860654,0.0001907643,0.0003427433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365228,"about_ca_system_score_gemma":0.00001806771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003396054,"about_ca_topic_score_gemma":0.000001218113,"domain_scores_codex":[0.9989175,0.00001468162,0.0002295305,0.0001986863,0.0002670435,0.0003725786],"domain_scores_gemma":[0.9993755,0.00007671798,0.00003951799,0.0002647884,0.0001512709,0.00009220602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003646517,0.00002030063,0.04325759,0.001177052,0.002293005,0.0005987468,0.005666404,0.1553249,0.102775,0.2684525,0.2911693,0.1289005],"study_design_scores_gemma":[0.0005276407,0.00002578472,0.0007628259,0.0000341348,0.000008125671,0.00003978103,0.000110947,0.4209407,0.01173185,0.0003728947,0.5651588,0.000286535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7564421,0.0002083431,0.004758394,0.0007241125,0.001264676,0.0001849758,0.00001573205,0.0006827852,0.2357188],"genre_scores_gemma":[0.9915175,0.00007803718,0.000958923,0.0002224844,0.0004052382,0.00003943179,0.00005006192,0.00004106081,0.006687279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2739896,"threshold_uncertainty_score":0.8671822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00338751469127556,"score_gpt":0.1958477919369314,"score_spread":0.1924602772456559,"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."}}