{"id":"W7009015666","doi":"","title":"Design for manufacturability of a composite helicopter structure made by resin transfer moulding","year":2008,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Design for manufacturability; Composite number; Manufacturing cost; Quality (philosophy); Injection moulding; Work (physics); Production (economics); Transfer molding","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000261038,0.0003487456,0.0002410877,0.0003777268,0.0003082402,0.0004954809,0.0004409327,0.0003922582,0.00210079],"category_scores_gemma":[0.0003675661,0.0002692935,0.0003202049,0.0001292589,0.0002518789,0.0001751555,0.0001894307,0.0002542005,0.0004732147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251648,"about_ca_system_score_gemma":0.0006617731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473668,"about_ca_topic_score_gemma":0.002121413,"domain_scores_codex":[0.9998406,0.0000150537,0.000005670297,0.00002719319,0.00009158616,0.00001986838],"domain_scores_gemma":[0.9997825,0.00003297674,0.00004616221,0.00003069786,0.00008864594,0.00001908744],"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":[0.000157302,0.00005833785,0.001158233,0.0003154545,0.0000229129,0.0003509426,0.0002336199,0.06860571,0.8679576,0.003347549,0.001033333,0.05675906],"study_design_scores_gemma":[0.0002117038,0.003804906,0.01552954,0.0001153882,0.0001601726,0.001282956,0.0002969025,0.4688509,0.461179,0.001333363,0.0471444,0.00009062244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5358483,0.0005699025,0.4357626,0.0001699226,0.0001041033,0.0004776223,0.0002163424,0.001109411,0.02574181],"genre_scores_gemma":[0.8631571,0.0002679302,0.1302655,0.00002434583,0.00001045611,0.0001476269,0.0001052075,0.00008363498,0.005938108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00210079,"threshold_uncertainty_score":0.007027864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781855108014204,"score_gpt":0.2338716818916037,"score_spread":0.2160531308114617,"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."}}