{"id":"W4231801407","doi":"10.1063/1.4913614.2","title":"10.1063/1.4913614.2","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":[0.0004861341,0.0006466373,0.0008133383,0.0001493963,0.0001555346,0.002009942,0.00109784,0.0004786265,0.0232292],"category_scores_gemma":[0.0003473356,0.0005083311,0.0001953347,0.0001688123,0.0002380811,0.0008618112,0.0006689623,0.0002703248,0.1184246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306339,"about_ca_system_score_gemma":0.0001529589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003853996,"about_ca_topic_score_gemma":0.0000573529,"domain_scores_codex":[0.9968678,0.0001036795,0.0006455542,0.0008103151,0.0008465273,0.000726146],"domain_scores_gemma":[0.998009,0.00007532032,0.0003252115,0.001104841,0.00018506,0.0003005121],"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":[0.0001959132,0.0001091051,4.100051e-7,0.0001698471,0.00002147907,0.0000794178,0.00002550457,0.000001795106,0.002238868,0.000005885602,0.9961535,0.0009982778],"study_design_scores_gemma":[0.0003435751,0.000462616,0.000004469496,0.0001150431,0.00004780446,0.00006048581,0.00003020418,0.000001756233,0.0008919114,0.0002443839,0.9970699,0.0007278267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003009847,0.000513927,0.000001262965,0.00003233416,0.001872422,0.000316913,0.9835554,0.0002606835,0.0104372],"genre_scores_gemma":[0.001764875,0.00003905995,0.0000405965,0.0002097571,0.001092205,0.00004923033,0.9871291,0.00009773586,0.009577471],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09519543,"threshold_uncertainty_score":0.9997368,"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."}}