{"id":"W4237513401","doi":"10.22215/etd/2011-09049","title":"An improved mouldless manufacturing method for foam-core composite sandwich structures","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Core (optical fiber); Composite number; Sandwich-structured composite; Engineering; Composite material; Materials science","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":[0.0002309051,0.0002732172,0.0002396366,0.000433799,0.0002398146,0.0002284082,0.0003790601,0.0003365552,0.001946601],"category_scores_gemma":[0.0003028527,0.0002198087,0.0002799872,0.0002207633,0.000159129,0.0003198232,0.000245719,0.000445124,0.0006086189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601455,"about_ca_system_score_gemma":0.0002453725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004102808,"about_ca_topic_score_gemma":0.001518704,"domain_scores_codex":[0.9998057,0.00001723526,0.00001432529,0.0000287619,0.0001212544,0.0000128113],"domain_scores_gemma":[0.9998007,0.00004409138,0.00002703185,0.00004916633,0.00006564804,0.00001332578],"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":[0.00002294943,0.00002495512,0.00005690709,0.00007435503,0.000002990378,0.00003218629,0.00002169589,0.0004645594,0.9736332,0.0004001977,0.0001440493,0.02512203],"study_design_scores_gemma":[0.0000172462,0.0002203063,0.000987439,0.00001394365,0.0000159161,0.0005021918,0.00001320585,0.01137743,0.9760739,0.0001674374,0.01059206,0.00001901059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2757065,0.002250913,0.7128196,0.0001487336,0.0004054355,0.0001953663,0.0001851729,0.001498122,0.00679017],"genre_scores_gemma":[0.3779052,0.0007181142,0.6119806,0.00006382565,0.00003240096,0.0001092819,0.000225711,0.000120988,0.00884388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001946601,"threshold_uncertainty_score":0.006512046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252014337652788,"score_gpt":0.275044564308638,"score_spread":0.2625244209321101,"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."}}