{"id":"W2079683837","doi":"10.1016/j.bpj.2013.11.2173","title":"SIMtoEXP: Software for Comparing Simulations to Experimental Scattering Data","year":2014,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Nuclear Laboratories; National Research Council Canada; University of Calgary","funders":"","keywords":"Scattering; Statistical physics; Neutron scattering; Bilayer; Correctness; Computer science; Neutron; Range (aeronautics); Lipid bilayer; Computational physics; Physics; Materials science; Chemistry; Algorithm; Optics; Membrane; Quantum mechanics","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":[0.002341945,0.003327689,0.00230844,0.002151143,0.001755184,0.001651822,0.005519582,0.001987787,0.05454705],"category_scores_gemma":[0.006056902,0.002139032,0.001724991,0.001673302,0.0006041143,0.001979213,0.00136551,0.004152391,0.009105235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138197,"about_ca_system_score_gemma":0.002151052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004175117,"about_ca_topic_score_gemma":0.004790191,"domain_scores_codex":[0.9991245,0.0002179931,0.0001377384,0.0001594505,0.0002607158,0.00009970492],"domain_scores_gemma":[0.9972287,0.001725219,0.0001198225,0.0002381367,0.0005677744,0.0001203364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002228441,0.001857516,0.006730957,0.006224839,0.002370262,0.0015149,0.002139333,0.1823544,0.05441601,0.04238613,0.538359,0.1594182],"study_design_scores_gemma":[0.0006835094,0.0002256315,0.00173246,0.0002771469,0.0003449303,0.0003881934,0.0002256676,0.7842063,0.06365583,0.01848116,0.1294066,0.0003726121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0987899,0.0007764352,0.3647113,0.0006350444,0.001076807,0.0007028597,0.05738738,0.4539989,0.02192137],"genre_scores_gemma":[0.2226335,0.001092813,0.4742652,0.001036404,0.0002575754,0.006157104,0.07896344,0.2016067,0.01398725],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.05454705,"threshold_uncertainty_score":0.182478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820480760140478,"score_gpt":0.3240272544904108,"score_spread":0.285822446889006,"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."}}