{"id":"W2938455445","doi":"10.1002/tqem.21622","title":"Usage of polystyrene disposable food dishes in the lightweight concrete making","year":2019,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Polystyrene; Materials science; Slump; Compressive strength; Composite material; Expanded polystyrene; Penetration (warfare); Scanning electron microscope; Portland cement; Cement; Curing (chemistry); Polymer","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":[0.0003114809,0.0003478568,0.0001375756,0.000290667,0.0002123086,0.0003573989,0.0001942709,0.0001614585,0.001267194],"category_scores_gemma":[0.0002637541,0.00012086,0.0002462763,0.0002775145,0.0002260933,0.000189096,0.0003570256,0.0002177652,0.000320214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215201,"about_ca_system_score_gemma":0.0003592496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146141,"about_ca_topic_score_gemma":0.003588958,"domain_scores_codex":[0.9996644,0.00006533445,0.00002328645,0.00006289285,0.0001394998,0.00004453825],"domain_scores_gemma":[0.9995816,0.00007464333,0.0001799671,0.00003258936,0.00006621818,0.00006492056],"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":[0.0002020278,0.00004360561,0.01167943,0.0001159748,0.00002135603,0.000247406,0.0001101483,0.0003521663,0.9785718,0.00004054742,0.00002149723,0.008594103],"study_design_scores_gemma":[0.000006460593,0.001747025,0.08730736,0.00005754213,0.00009652313,0.0005652489,0.0005737871,0.000527509,0.906241,0.00005886256,0.00280295,0.00001575871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987682,0.0001925918,0.0005212236,0.000007403405,0.000002809139,0.000006603383,0.00003737915,0.000007320412,0.0004563231],"genre_scores_gemma":[0.9969982,0.0002390905,0.002030116,0.000007764535,0.000001318047,0.000004727171,0.000102337,0.000004706631,0.0006118164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001267194,"threshold_uncertainty_score":0.004239202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008963629143908435,"score_gpt":0.2099797191611206,"score_spread":0.2010160900172122,"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."}}