{"id":"W2343519287","doi":"10.1021/acs.jctc.5b01194","title":"Impact of Short-Range Forces on Defect Production from High-Energy Collisions","year":2016,"lang":"en","type":"article","venue":"Journal of Chemical Theory and Computation","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Basic Energy Sciences; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Kinetic energy; Force field (fiction); Range (aeronautics); Coulomb; Molecular dynamics; Ab initio; Interatomic potential; Atomic physics; Field (mathematics); Energy (signal processing); Potential energy; Physics; Work (physics); Molecular physics; Materials science; Classical mechanics; Nuclear physics; Thermodynamics; Quantum mechanics; Electron","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002703627,0.00006386502,0.0001635994,0.00003665171,0.00002667126,0.0000152268,0.00005371719,0.00003604087,0.0001305133],"category_scores_gemma":[0.00006830852,0.0000332695,0.00008013144,0.00004721215,0.00004493639,0.0001481345,0.000004137807,0.00003185555,0.000002002558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003163075,"about_ca_system_score_gemma":0.00001681309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006385484,"about_ca_topic_score_gemma":0.000001909471,"domain_scores_codex":[0.9994094,0.0001073578,0.0002043102,0.00007944317,0.0001327206,0.00006670994],"domain_scores_gemma":[0.9992512,0.0004261947,0.00015623,0.00004290161,0.00006970632,0.00005372772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004408011,0.0001660999,0.02110655,0.00002347196,0.0003994739,0.00001006347,0.0003280169,0.00672169,0.7294907,0.009325154,0.0005271529,0.2274936],"study_design_scores_gemma":[0.0008492783,0.001249825,0.2973113,0.0002452535,0.0001328072,0.00002330739,0.00002619261,0.0002351721,0.1999497,0.4997154,0.0000623795,0.0001993581],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967617,0.0000992747,0.00270052,0.00004685423,0.0002289534,0.00002665177,0.00004852167,0.000003644336,0.00008385164],"genre_scores_gemma":[0.999492,0.00004383432,0.0001505465,0.000009618293,0.0002833409,1.388254e-7,0.00001150401,0.000001726261,0.000007243126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.529541,"threshold_uncertainty_score":0.142903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044124737518187,"score_gpt":0.2390480015816547,"score_spread":0.2286067542064729,"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."}}