{"id":"W4238848143","doi":"10.1063/1.4913614.5","title":"10.1063/1.4913614.5","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":[0.0004802672,0.0006474353,0.0008137604,0.0001494309,0.0001546383,0.002011418,0.001104417,0.0004788891,0.02404477],"category_scores_gemma":[0.0003414928,0.000508856,0.0001957815,0.0001687786,0.0002388593,0.000877998,0.0006771891,0.0002683437,0.1190116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305579,"about_ca_system_score_gemma":0.0001534987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003736906,"about_ca_topic_score_gemma":0.00005797745,"domain_scores_codex":[0.9968685,0.0001020893,0.0006466525,0.0008093801,0.0008469159,0.0007264958],"domain_scores_gemma":[0.9980125,0.00007465544,0.000325434,0.001102161,0.0001849644,0.0003002896],"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":[0.0002012092,0.00010937,4.188349e-7,0.0001708128,0.00002147577,0.00008000295,0.00002532498,0.000001764291,0.002304036,0.000005939047,0.9960968,0.0009828112],"study_design_scores_gemma":[0.000344762,0.000461654,0.000004812888,0.0001132577,0.00004786101,0.00005975524,0.00002918124,0.000001699073,0.0008929456,0.0002491609,0.9970663,0.0007286111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003031532,0.0005100535,0.000001230848,0.00003246536,0.001878207,0.000322877,0.9834309,0.0002563303,0.01053638],"genre_scores_gemma":[0.001727176,0.00003859632,0.00004106827,0.0002152298,0.001094661,0.00004930237,0.987224,0.00009774072,0.009512244],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09496681,"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."}}