{"id":"W4393737172","doi":"10.5281/zenodo.3997050","title":"Ultimate strength assessment of stiffened panel using non-linear mechanical behavior of an equivalent single layer: grillage FE model used for analysis","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Structural engineering; Layer (electronics); Materials science; Composite material; 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":[0.0006951702,0.002009869,0.0008543252,0.00226261,0.0004486858,0.000954042,0.002193836,0.001751425,0.03037224],"category_scores_gemma":[0.002113854,0.0004770014,0.001122199,0.002221265,0.0002616404,0.000675452,0.0009235924,0.0009861388,0.04807465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083019,"about_ca_system_score_gemma":0.0007781197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01582718,"about_ca_topic_score_gemma":0.03522464,"domain_scores_codex":[0.9993862,0.00006933744,0.0000593048,0.0001866433,0.0002241222,0.00007443448],"domain_scores_gemma":[0.9989128,0.0002494567,0.00009510008,0.0002706605,0.0004158557,0.00005608182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002225022,0.0001040424,0.005342256,0.001713081,0.00008241536,0.0001095689,0.00004092373,0.007830882,0.001362418,0.0009496147,0.9679062,0.01433612],"study_design_scores_gemma":[0.0003156648,0.00009054072,0.02269171,0.0004785257,0.00006417709,0.0002443586,0.0001189785,0.01133106,0.004274947,0.002792808,0.9575264,0.00007099801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001037824,0.00007965857,0.0005269648,0.00003239023,0.00002068707,0.00001790673,0.9960239,0.0008846357,0.001375993],"genre_scores_gemma":[0.001865944,0.00004908031,0.0008102098,0.00002121098,0.000003704332,0.00005698087,0.9960717,0.00009659404,0.00102468],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03037224,"threshold_uncertainty_score":0.1016052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110164480972517,"score_gpt":0.3223038705981012,"score_spread":0.2121393896255842,"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."}}