{"id":"W4388441758","doi":"10.1016/j.eurpolymj.2023.112553","title":"Facilitating the additive manufacture of high-performance polymers through polymer blending: A review","year":2023,"lang":"en","type":"review","venue":"European Polymer Journal","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; Commonwealth Scientific and Industrial Research Organisation","keywords":"Materials science; Polymer; 3D printing; Peek; Composite material; Extrusion; Ultimate tensile strength; Polyetherimide; Heat deflection temperature; Crystallization; Izod impact strength test; Chemical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006088699,0.001197529,0.00108736,0.00237595,0.0003456008,0.001156254,0.0008497815,0.0009553532,0.002846896],"category_scores_gemma":[0.0006380487,0.0006547007,0.0007995744,0.002703632,0.0003334958,0.001529065,0.0005966065,0.001127863,0.001750164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003187107,"about_ca_system_score_gemma":0.0007137209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007916651,"about_ca_topic_score_gemma":0.0008666001,"domain_scores_codex":[0.9996823,0.00002682865,0.00004874525,0.00007902979,0.0001278586,0.00003519852],"domain_scores_gemma":[0.9995366,0.0002208102,0.0001029143,0.00002114488,0.00009131311,0.00002716217],"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":[0.00006158782,0.0002407775,0.000332472,0.04851662,0.0001671199,0.0003775472,0.00015214,0.002118736,0.02325012,0.006449435,0.01421483,0.9041187],"study_design_scores_gemma":[0.00001129542,0.0003974191,0.0009403569,0.002777576,0.0002320584,0.001328906,0.00006952406,0.0008599817,0.01519939,0.001360728,0.9767685,0.00005432751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001261756,0.9950231,0.001278781,0.0001175157,0.0001780751,0.00001754385,0.00005826433,0.00003514588,0.002029798],"genre_scores_gemma":[0.003285257,0.9942322,0.001246729,0.00008652499,0.0001036845,0.00001995188,0.00008631697,0.000006981223,0.0009323331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002846896,"threshold_uncertainty_score":0.009523809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04204071371650434,"score_gpt":0.2781400327609825,"score_spread":0.2360993190444781,"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."}}