{"id":"W17752077","doi":"10.1007/978-3-642-19748-2_3","title":"Impulse-Based Dynamic Simulation of Deformable Biological Structures","year":2011,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Impulse (physics); Computer science; Impulse response; Algorithm; Process (computing); Biological system; Physics; Classical mechanics; Mathematics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002662899,0.000311125,0.0006069026,0.0004072461,0.0003496,0.0006296469,0.001250062,0.001399288,0.005238173],"category_scores_gemma":[0.0008833762,0.0003915243,0.0005337882,0.0003907035,0.0006147862,0.0004672763,0.0007946119,0.0007903196,0.0004514176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005919391,"about_ca_system_score_gemma":0.0003907113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002713,"about_ca_topic_score_gemma":0.002118569,"domain_scores_codex":[0.9998455,0.00003139026,0.000005769982,0.00001381293,0.00007941519,0.00002416794],"domain_scores_gemma":[0.9996044,0.0002444405,0.0000244042,0.00003714608,0.00004878167,0.00004091193],"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":[0.00004197311,0.00002547233,0.0001139328,0.00002764689,0.00001536813,0.00005833606,0.00003984096,0.9849391,0.002346144,0.006205312,0.0003946381,0.005792234],"study_design_scores_gemma":[0.000007627773,0.000007203603,0.00003668413,0.000002356387,0.000001672337,0.00001028912,0.000003221485,0.9981029,0.0004614357,0.001075516,0.0002881805,0.000002893716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2125812,0.0006446639,0.7306334,0.0006144601,0.0003656206,0.00009350354,0.0003485628,0.00233815,0.05238038],"genre_scores_gemma":[0.9135835,0.0003167164,0.07682531,0.0001121795,0.00005772364,0.00011901,0.0002787985,0.0003517595,0.008355062],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005238173,"threshold_uncertainty_score":0.01752347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290650366034755,"score_gpt":0.2490126426526123,"score_spread":0.2361061389922647,"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."}}