{"id":"W2554894316","doi":"10.1016/j.micron.2016.11.011","title":"Effect of temperature on beam damage of asbestos fibers in the transmission electron microscope (TEM) at 100kV","year":2016,"lang":"en","type":"article","venue":"Micron","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Polytechnique Montréal","keywords":"Transmission electron microscopy; Materials science; Electron microscope; Radiation damage; Crystallinity; Asbestos; Electron; Composite material; Optics; Nanotechnology; Radiation; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009120483,0.0002136411,0.0003310334,0.0001049213,0.0000653999,0.00001591095,0.0004342858,0.0001439696,0.0002026717],"category_scores_gemma":[0.00002134413,0.0001087042,0.00009606361,0.0001794128,0.0001365481,0.00008515982,0.00003010068,0.00016321,0.00002404739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375791,"about_ca_system_score_gemma":0.00004194898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005432734,"about_ca_topic_score_gemma":0.00003467065,"domain_scores_codex":[0.9984401,0.0003127873,0.0003060576,0.0003207664,0.0002371709,0.0003831522],"domain_scores_gemma":[0.9991882,0.0002008983,0.0001354655,0.0004157022,0.00002427512,0.00003542807],"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":[0.0006005286,0.00008860718,0.0002984321,0.00007881494,0.00000320153,0.000003214829,0.0003229031,7.566266e-7,0.9952638,0.00004630333,0.002671493,0.000621905],"study_design_scores_gemma":[0.0006329804,0.00312226,0.0007565031,0.0002950598,0.00001439721,0.000005835524,0.000007630208,3.808952e-7,0.9924079,0.00003415626,0.002597679,0.0001252395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980357,0.0003689907,0.00002569095,0.0003520212,0.00005644557,0.0005204448,0.00001786441,0.00004714796,0.0005756754],"genre_scores_gemma":[0.9988475,0.000128796,0.0002862048,0.0001157554,0.00002785188,0.00002641341,0.000006674771,0.0000224744,0.0005383035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033652,"threshold_uncertainty_score":0.443283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003948653925374698,"score_gpt":0.2593868387361583,"score_spread":0.2554381848107836,"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."}}