{"id":"W4388429898","doi":"10.2991/978-94-6463-258-3_79","title":"RS3 Feasibility Modelling of a Semi-Circular Notched Sample Spalling Experiment","year":2023,"lang":"en","type":"book-chapter","venue":"Atlantis highlights in engineering/Atlantis Highlights in Engineering","topic":"Optimal Experimental Design Methods","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Spall; Sample (material); Materials science; Structural engineering; Composite material; Forensic engineering; Engineering; Physics; Thermodynamics","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":[0.0007805679,0.0004404144,0.0004440674,0.0004072213,0.0003286081,0.0008360134,0.0009375209,0.001237786,0.00581555],"category_scores_gemma":[0.00112751,0.00026511,0.0006386026,0.0003173375,0.0006503214,0.0004775158,0.0004622619,0.0004434587,0.0007725577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007483991,"about_ca_system_score_gemma":0.001366175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006009845,"about_ca_topic_score_gemma":0.003655769,"domain_scores_codex":[0.9996709,0.00005390423,0.00001835115,0.00007516964,0.0001284645,0.00005321473],"domain_scores_gemma":[0.9993748,0.0002831009,0.00006544009,0.0000836196,0.0001487964,0.00004424838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004022507,0.0001336453,0.002537434,0.0001834256,0.00001430698,0.0003342059,0.00007142425,0.954245,0.02950417,0.004453513,0.0005915347,0.007529078],"study_design_scores_gemma":[0.00003120126,0.000296355,0.001037244,0.00001574339,0.00001304675,0.00004083512,0.00004785309,0.985612,0.01056152,0.0008485909,0.00147965,0.00001602544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7687015,0.00027751,0.190529,0.0004056291,0.00009265616,0.0004240996,0.002590229,0.001014761,0.03596454],"genre_scores_gemma":[0.9702794,0.0001375144,0.02422107,0.00003301965,0.000004562061,0.0002531546,0.0004359539,0.00004540795,0.004589842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006009845,"threshold_uncertainty_score":0.0194549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141491526183269,"score_gpt":0.3309969832889871,"score_spread":0.2168478306706602,"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."}}