{"id":"W4210369874","doi":"10.1007/s10163-022-01362-4","title":"Critical review on the evolution, properties, and utilization of plasticwastes for construction applications","year":2022,"lang":"en","type":"article","venue":"Journal of Material Cycles and Waste Management","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Plastic waste; Construction industry; Waste management; Sustainable development; Natural resource; Natural (archaeology); Environmental science; Construction engineering; Risk analysis (engineering); Engineering; Business","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":[0.001286757,0.0009230113,0.001145432,0.001746926,0.0002859189,0.001069641,0.0009253717,0.001018683,0.003143765],"category_scores_gemma":[0.001842844,0.0003442687,0.0007333821,0.002034344,0.0005418667,0.001474974,0.000558976,0.001435596,0.001139613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008961867,"about_ca_system_score_gemma":0.002646493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582648,"about_ca_topic_score_gemma":0.00284823,"domain_scores_codex":[0.9995703,0.00007956677,0.00006827432,0.00007780993,0.000161177,0.00004281936],"domain_scores_gemma":[0.9987044,0.0004913362,0.0001534001,0.00004358096,0.0005549767,0.00005225158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003028291,0.0001340927,0.0003902291,0.07437437,0.0003686747,0.000479836,0.0002085865,0.0009940196,0.0306949,0.01148986,0.1306208,0.7499417],"study_design_scores_gemma":[0.00001436719,0.0001828334,0.0006371368,0.003419404,0.0001776954,0.0003023238,0.00007213325,0.00008805661,0.004966591,0.001808121,0.9883022,0.0000292005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004297831,0.9951916,0.0003549258,0.001153649,0.001714291,0.00001279597,0.00005858323,0.000006417994,0.001078019],"genre_scores_gemma":[0.002233476,0.9945124,0.0003419965,0.0007835914,0.0008640625,0.00001486794,0.000066988,0.000004324481,0.001178281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003143765,"threshold_uncertainty_score":0.01051694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363984690640401,"score_gpt":0.2232073448936448,"score_spread":0.1995674979872408,"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."}}