{"id":"W4405009748","doi":"10.1016/j.compositesb.2024.112070","title":"Sustainable surface coating strategy for the interface compatibilization of hybrid high-density polyethylene microfibers and geopolymer-based composite: A versatile path for an efficient brittle to ductile-like transition","year":2024,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Compatibilization; Composite material; Geopolymer; Composite number; Coating; Brittleness; Microfiber; Polyethylene terephthalate; Polymer; Fly ash","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":[0.0001288635,0.0004625718,0.0001551677,0.0002385026,0.0001677122,0.0002195454,0.0002159568,0.0003132235,0.0006826115],"category_scores_gemma":[0.0001129894,0.0001766907,0.0002591988,0.0001541414,0.0001556184,0.0003217134,0.0002803753,0.0004499933,0.0003207661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937862,"about_ca_system_score_gemma":0.0002582934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000520965,"about_ca_topic_score_gemma":0.001497027,"domain_scores_codex":[0.9999018,0.000009046923,0.000006326742,0.00002012572,0.00002988834,0.00003285382],"domain_scores_gemma":[0.9999343,0.000005733036,0.00001978945,0.000008150004,0.00001736177,0.00001464746],"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":[0.00001789771,0.00002163418,0.00005958373,0.00002812189,0.000004996384,0.00003779478,0.00001596151,0.0001128358,0.9978143,0.0002039808,0.00005202525,0.001630912],"study_design_scores_gemma":[0.000002794282,0.00007354762,0.0004059027,0.000001640397,0.000006658464,0.00003941616,0.000008974917,0.0009815296,0.9975595,0.0000266995,0.000889201,0.00000415823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767699,0.001056345,0.01878088,0.0001035355,0.00006536006,0.00005075119,0.0001024001,0.0001951617,0.002875749],"genre_scores_gemma":[0.9916967,0.0005406417,0.005860174,0.00003769095,0.00001009354,0.00001990791,0.00009032445,0.00002191899,0.001722548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006826115,"threshold_uncertainty_score":0.002283573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377764259221032,"score_gpt":0.2567998782032883,"score_spread":0.243022235611078,"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."}}