{"id":"W4253833694","doi":"10.1063/1.4913614.1","title":"10.1063/1.4913614.1","year":2015,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Irradiation; Materials science; Crystal twinning; Slip (aerodynamics); Transmission electron microscopy; Dislocation; Basal plane; Alloy; Crystallography; Deformation (meteorology); Instability; Composite material; Condensed matter physics; Chemistry; Nanotechnology; Microstructure; Nuclear physics; Thermodynamics; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004802476,0.0006474536,0.0008137634,0.0001495055,0.0001544706,0.002011996,0.001104748,0.0004789572,0.02404737],"category_scores_gemma":[0.0003412661,0.0005088696,0.0001957726,0.0001688612,0.0002388278,0.0008778287,0.0006774013,0.0002683653,0.1189428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305938,"about_ca_system_score_gemma":0.0001536645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003783253,"about_ca_topic_score_gemma":0.00005745004,"domain_scores_codex":[0.9968685,0.000102081,0.0006466263,0.0008093752,0.0008469801,0.0007264559],"domain_scores_gemma":[0.9980123,0.00007462912,0.0003254864,0.001102217,0.000184981,0.0003003539],"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":[0.0001983439,0.0001093662,4.303715e-7,0.0001708167,0.00002148938,0.00007999394,0.00002530087,0.00000174348,0.002359331,0.000005970569,0.9960607,0.0009665383],"study_design_scores_gemma":[0.0003449898,0.0004570655,0.000004860738,0.0001132712,0.00004789392,0.00005908883,0.00002915991,0.000001717473,0.000900412,0.000249183,0.9970637,0.0007286698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003098833,0.0005066059,0.000001247854,0.00003222487,0.001878296,0.0003228429,0.9834281,0.0002563329,0.01047547],"genre_scores_gemma":[0.0017115,0.00003929439,0.00004129659,0.0002135636,0.001094743,0.0000493099,0.987434,0.00009777056,0.009318468],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09489548,"threshold_uncertainty_score":0.9997363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997932263016065,"score_gpt":0.2405306168281599,"score_spread":0.2205512941979992,"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."}}