{"id":"W2528486162","doi":"10.1080/14786435.2016.1240376","title":"A molecular dynamics study of the effect of helium clusters on grain boundary migration in bcc iron","year":2016,"lang":"en","type":"article","venue":"The Philosophical Magazine A Journal of Theoretical Experimental and Applied Physics","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid","keywords":"Grain boundary; Molecular dynamics; Cluster (spacecraft); Boundary (topology); RADIUS; Helium; Curvature; Condensed matter physics; Kinetic energy; Materials science; Chemical physics; Chemistry; Atomic physics; Physics; Geometry; Classical mechanics; Computational chemistry; Metallurgy; Microstructure","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001668501,0.0004125524,0.0006399652,0.000326236,0.001156251,0.0005899405,0.0005718921,0.0008001015,0.001898929],"category_scores_gemma":[0.0006613869,0.0003337322,0.0004208796,0.0002905828,0.0007117551,0.0005619724,0.0003385672,0.0007510944,0.0001171782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187967,"about_ca_system_score_gemma":0.0009982217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02056051,"about_ca_topic_score_gemma":0.01489454,"domain_scores_codex":[0.9999326,0.00001168334,0.000002073096,0.00001051158,0.00001738079,0.00002573413],"domain_scores_gemma":[0.999728,0.0001233542,0.00003207036,0.0000188615,0.00004406471,0.00005361323],"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":[0.0005435431,0.0005360009,0.008659043,0.0001461465,0.0000980636,0.0004977478,0.0003142593,0.9429013,0.0303016,0.009591229,0.000865901,0.005545285],"study_design_scores_gemma":[0.00007264593,0.0001031254,0.001635607,0.000007467758,0.00001159997,0.00001318144,0.00004585975,0.9954791,0.002007336,0.0003666017,0.0002452785,0.00001220967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959288,0.0001029324,0.001226455,0.0001541089,0.00001545519,0.00001651478,0.00009209253,0.00004075629,0.002422918],"genre_scores_gemma":[0.9972915,0.0001293563,0.001775797,0.00003789275,0.000006400838,0.00002586134,0.0001292388,0.00002069845,0.0005833059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02056051,"threshold_uncertainty_score":0.04088163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005671949815901678,"score_gpt":0.2363509579521772,"score_spread":0.2306790081362755,"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."}}