{"id":"W1981405527","doi":"10.1088/1757-899x/55/1/012007","title":"Electron channelling contrast observations in deformed Mg alloys prepared with ion milling","year":2014,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Channelling; Ion; Contrast (vision); Electron; Materials science; Metallurgy; Crystallography; Chemistry; Physics; Optics; Nuclear physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009420606,0.0002184878,0.0002792282,0.0001340338,0.0003130297,0.0005240211,0.0003489651,0.00005611896,0.00006574744],"category_scores_gemma":[0.0001375331,0.0001750735,0.0000117658,0.0003992296,0.0002643779,0.001031518,0.00008802982,0.00007323401,0.00001008865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006204966,"about_ca_system_score_gemma":0.0001426279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002318977,"about_ca_topic_score_gemma":0.0001496669,"domain_scores_codex":[0.9982427,0.00002339723,0.0003426178,0.0004713963,0.0003136327,0.0006062979],"domain_scores_gemma":[0.9992639,0.00003484986,0.00009433153,0.0002623044,0.000219916,0.0001247293],"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":[0.00003408467,0.0000114547,0.00006086952,0.00006486797,0.00000115264,6.688183e-7,0.0004587163,0.003182766,0.9881649,0.007917299,0.000001753231,0.0001014495],"study_design_scores_gemma":[0.0002503085,0.0001698114,0.003162992,0.0001228015,0.000007576373,0.0000162472,0.0002790863,0.0104804,0.9845703,0.0001754874,0.000469955,0.0002950113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959472,0.00003011622,0.002814708,0.0003201632,0.0002219556,0.0003079652,0.000008679658,0.0001287953,0.0002203543],"genre_scores_gemma":[0.9965351,0.00006206224,0.003035308,0.00005082927,0.00009056011,0.0001538976,0.000007502646,0.00001808165,0.00004667748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007741811,"threshold_uncertainty_score":0.7139289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580503767224331,"score_gpt":0.1987087717846898,"score_spread":0.1829037341124465,"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."}}