{"id":"W4311644697","doi":"10.1063/5.0126982.4","title":"10.1063/5.0126982.4","year":2022,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Penetration (warfare); Polygon mesh; Mechanics; Penetration depth; Materials science; Geometry; Phase transition; Monotonic function; Mathematics; Optics; Physics; Thermodynamics; Mathematical analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008986857,0.004101689,0.002121275,0.002661818,0.001090166,0.002620613,0.003818541,0.003489776,0.1457329],"category_scores_gemma":[0.001874535,0.0007836971,0.001384503,0.004217524,0.0006654112,0.001294978,0.002661136,0.002275418,0.3097746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127581,"about_ca_system_score_gemma":0.001313452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02282448,"about_ca_topic_score_gemma":0.03455839,"domain_scores_codex":[0.999136,0.0001160232,0.00007039875,0.0002110073,0.000304262,0.0001622653],"domain_scores_gemma":[0.9993793,0.00008117552,0.00002937023,0.0003103483,0.0001361079,0.00006370495],"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":[0.00005973692,0.00006358253,0.0006397659,0.0006882671,0.00003040499,0.00004749494,0.00003048658,0.001347242,0.0003921873,0.0006126004,0.9846373,0.01145093],"study_design_scores_gemma":[0.000164957,0.00003827729,0.002173033,0.0002901971,0.00001805533,0.00009921843,0.00008101572,0.004174785,0.00136412,0.002150751,0.9894065,0.00003901334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000545145,0.0001903847,0.0006486203,0.0001549009,0.0001515091,0.00006282798,0.9887116,0.005538982,0.003996037],"genre_scores_gemma":[0.0006968684,0.00009340772,0.0007401702,0.00004320676,0.000008263426,0.00008757429,0.9965302,0.0001512192,0.001649095],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8542671,"threshold_uncertainty_score":0.4875252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005547029075682672,"score_gpt":0.1927706101087719,"score_spread":0.1872235810330892,"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."}}