{"id":"W4403902107","doi":"10.3390/engproc2024076059","title":"Additive Manufacturing of Inflatable Thermoplastic Extrudates Using a Pellet Extruder","year":2024,"lang":"en","type":"article","venue":"","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inflatable; Plastics extrusion; Pellet; Thermoplastic; Materials science; Composite material; Extrusion; Mechanical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004459764,0.0005513997,0.0005728547,0.0006322622,0.0001741377,0.0004800251,0.0004151891,0.0004438694,0.0005285116],"category_scores_gemma":[0.0004462399,0.0003340333,0.0006700337,0.0004410389,0.0002019354,0.0004751697,0.0003666537,0.0006316509,0.000502077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488545,"about_ca_system_score_gemma":0.0001152767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488183,"about_ca_topic_score_gemma":0.0004062283,"domain_scores_codex":[0.9995596,0.00003118224,0.00006266654,0.00008354945,0.0002209134,0.0000421009],"domain_scores_gemma":[0.9995918,0.00005593048,0.0001612531,0.00006734623,0.00008995625,0.00003381315],"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":[0.00003247839,0.00003256607,0.0001558078,0.0001020204,0.00001014743,0.0001616426,0.00002869041,0.0004986479,0.9936181,0.0001045679,0.00003501225,0.005220328],"study_design_scores_gemma":[0.000006920168,0.0002823953,0.001386302,0.00001065543,0.00001799415,0.0001741124,0.000009219198,0.002046428,0.9942949,0.00001711801,0.0017422,0.00001169455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894879,0.002031604,0.09839928,0.0000609034,0.0001026849,0.0001835024,0.0003165069,0.001066157,0.002960224],"genre_scores_gemma":[0.8645058,0.001702878,0.1311566,0.00004328408,0.00002655149,0.00014222,0.000337557,0.0001592816,0.001925907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006322622,"threshold_uncertainty_score":0.002358556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518444468681317,"score_gpt":0.2249709787887303,"score_spread":0.2097865341019172,"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."}}