{"id":"W4387716135","doi":"10.1007/978-3-031-37160-8_2","title":"Use of (PET-G) Material in Mini-scale Unmanned Surface Vehicle (USV) for Additive Manufacturing","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable aviation","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Thermosetting polymer; Materials science; Hull; Composite number; Manufacturing cost; Epoxy; Process engineering; Manufacturing engineering; Composite material; Mechanical engineering; Engineering","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":[0.00007692998,0.0003367291,0.0001353325,0.0005415014,0.0003508171,0.000840802,0.000437619,0.0006139334,0.01054695],"category_scores_gemma":[0.00008050278,0.0001768122,0.0002930857,0.0008071393,0.0001958955,0.0008518359,0.0003843183,0.000345567,0.003948108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003965871,"about_ca_system_score_gemma":0.000159605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007610277,"about_ca_topic_score_gemma":0.002818974,"domain_scores_codex":[0.9999106,0.000007014236,0.00000244881,0.00001922765,0.00004964931,0.00001099633],"domain_scores_gemma":[0.9999743,0.000007576467,0.000002976388,0.000006077896,0.000007026412,0.000002033236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001041233,0.0001414358,0.0006522909,0.00105956,0.00001851634,0.001563296,0.0004132974,0.002696777,0.4168365,0.05385785,0.03031208,0.4923443],"study_design_scores_gemma":[0.000002360907,0.0001439932,0.001558252,0.0002058701,0.00001525567,0.002228331,0.0001552782,0.001378007,0.2073825,0.003383701,0.7835299,0.00001656234],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08678915,0.03158483,0.04077891,0.0005517106,0.001214446,0.0001223574,0.0007202181,0.0006760073,0.8375623],"genre_scores_gemma":[0.2573494,0.02191728,0.03064411,0.0004666859,0.000083432,0.00004944215,0.0006965044,0.0003261687,0.6884668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01054695,"threshold_uncertainty_score":0.03528309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812230850046405,"score_gpt":0.2151836519056208,"score_spread":0.1970613434051567,"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."}}