{"id":"W7055851306","doi":"","title":"Development and numerical modeling of composite structures","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fibre-reinforced plastic; Turbine; Tower; Composite number; Glass fiber; Fiber; Numerical modeling","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002671169,0.00009962753,0.0001944045,0.00006835822,0.00006750706,0.000005437756,0.0001013258,0.00009683718,0.000008521604],"category_scores_gemma":[0.000001663369,0.0001112345,0.0000269841,0.00003928172,0.00001684045,0.0000527349,0.00001936717,0.00005463019,0.000003653995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002513909,"about_ca_system_score_gemma":0.00001553586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622725,"about_ca_topic_score_gemma":0.002356345,"domain_scores_codex":[0.9996457,0.000006159838,0.00007955325,0.0001062896,0.00008413356,0.0000781423],"domain_scores_gemma":[0.9997796,0.00001128325,0.00004510956,0.00009325667,0.00004183475,0.0000289532],"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":[0.00008989836,0.00004485919,0.001904178,0.002149304,0.0004321255,0.00000675813,0.005442123,0.00808145,0.9650206,0.002332629,0.0004317002,0.01406439],"study_design_scores_gemma":[0.003263048,0.0001208787,0.1771844,0.002705819,0.0008802688,0.00002437281,0.1556605,0.07510205,0.5630643,0.002717916,0.01590154,0.003374925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954913,0.0001147969,0.003018702,0.0000171593,0.0001195665,0.00006994703,0.00001560853,0.00004492308,0.001108036],"genre_scores_gemma":[0.9902014,0.00005853361,0.009592062,7.262876e-7,0.00001852605,2.470568e-7,0.00005831695,0.0000149347,0.00005529857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4019563,"threshold_uncertainty_score":0.4536011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646891950126053,"score_gpt":0.1983559162965041,"score_spread":0.1818869967952436,"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."}}