{"id":"W2973861346","doi":"10.1007/s42243-019-00315-w","title":"Correlation between crystal structure and mechanical performance of Cr-implanted 300M high-strength steel using X-ray diffraction method","year":2019,"lang":"en","type":"article","venue":"Journal of Iron and Steel Research International","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Materials science; Microstructure; Crystallite; Hardening (computing); Solid solution strengthening; Dislocation; Hardness; Solid solution; Indentation hardness; Composite material; Diffraction; Ion implantation; Crystal (programming language); Crystal structure; Metallurgy; Ion; Crystallography; Chemistry; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002273451,0.000158212,0.0001873864,0.0004529525,0.0002315844,0.0002505494,0.0002996161,0.0003272693,0.001914565],"category_scores_gemma":[0.0004443995,0.0001777958,0.0001594033,0.0003685352,0.0001605789,0.0001415575,0.00007610175,0.0001473829,0.000281656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587381,"about_ca_system_score_gemma":0.0002908008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340892,"about_ca_topic_score_gemma":0.007698572,"domain_scores_codex":[0.9997836,0.00001553695,0.0000173695,0.00004105796,0.0001218817,0.00002056314],"domain_scores_gemma":[0.9994866,0.000108982,0.0001070944,0.00002863549,0.0002363307,0.00003228143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000163739,0.00001747942,0.01217127,0.00005793157,0.00001422899,0.00006791372,0.00004222492,0.0004228652,0.9847729,0.00009953562,0.0001434994,0.002026394],"study_design_scores_gemma":[0.00001949359,0.0002147348,0.1489996,0.000006535709,0.00003488593,0.0003668938,0.0001404489,0.006561033,0.8423816,0.0000481166,0.001208215,0.00001849203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963316,0.0002917799,0.001581904,0.00003409543,0.000008557268,0.00000629902,0.0003457179,0.0000425146,0.001357398],"genre_scores_gemma":[0.9975623,0.00008311313,0.001173592,0.000008899173,0.000002176859,0.000004302259,0.0003421024,0.000006652421,0.0008168884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00340892,"threshold_uncertainty_score":0.006778121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413763407724911,"score_gpt":0.3180766807030876,"score_spread":0.2839390466258385,"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."}}