{"id":"W3164786774","doi":"10.11159/iccste21.157","title":"Use of Non-Woven Polyethylene Terephthalate (PET) Tissue toimprove Certain Properties of Concrete","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyethylene terephthalate; Materials science; Polyethylene; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001603078,0.0003721687,0.0001073686,0.0002965194,0.0000870256,0.0001807139,0.000135713,0.0001927954,0.0007174477],"category_scores_gemma":[0.0002010768,0.0001395768,0.0002589458,0.0001658242,0.0001489751,0.0002784658,0.0001623862,0.0002616385,0.0002083188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007460096,"about_ca_system_score_gemma":0.00009398696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001147083,"about_ca_topic_score_gemma":0.0005100369,"domain_scores_codex":[0.9998883,0.0000172238,0.00001015928,0.0000216989,0.00004760408,0.00001512608],"domain_scores_gemma":[0.9998257,0.00002305897,0.00008409809,0.00002775703,0.00002326259,0.00001614124],"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":[0.00004032547,0.00003227407,0.0003642094,0.00007289135,0.000006721174,0.0001362303,0.00001389057,0.0002625534,0.9942898,0.0000630831,0.00001266385,0.004705299],"study_design_scores_gemma":[0.00000295871,0.0006464608,0.004007291,0.00001433799,0.00002448312,0.0006607138,0.00002063708,0.0004499242,0.9918382,0.00002519847,0.002304826,0.000004994002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984643,0.002166466,0.0114112,0.00003125834,0.00002737461,0.00003440402,0.00006043884,0.00005460923,0.001571238],"genre_scores_gemma":[0.9876975,0.001047304,0.00927432,0.00002336096,0.000005642043,0.00001431551,0.00007579268,0.00001422757,0.001847445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007174477,"threshold_uncertainty_score":0.00240016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262733666212344,"score_gpt":0.2221146661981662,"score_spread":0.1994873295360428,"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."}}