{"id":"W2332001292","doi":"10.1017/s1431927614002608","title":"The <i>in-situ</i> TEM Study of Microstructure Alteration of MoS<sub>2</sub> under Carburization","year":2014,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; National Institute for Nanotechnology; Natural Resources Canada","funders":"","keywords":"In situ; Microstructure; Materials science; Metallurgy; Nanotechnology; Chemistry","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":[0.0002510436,0.0001848587,0.0003942791,0.0002206255,0.000100046,0.00003432688,0.0001634091,0.00008808586,0.000001609845],"category_scores_gemma":[0.00001755301,0.0001535414,0.00009343961,0.0006589551,0.00007134122,0.00009222623,0.0000451715,0.000135067,4.502066e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004623545,"about_ca_system_score_gemma":0.000006857524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006163272,"about_ca_topic_score_gemma":0.0006924192,"domain_scores_codex":[0.9988646,0.00007905946,0.0005186489,0.0002324618,0.0001199038,0.0001853613],"domain_scores_gemma":[0.9992684,0.00007625398,0.0001576075,0.0003837869,0.00008376026,0.00003025979],"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":[0.00001188565,0.00003332561,0.002442335,0.00003581409,0.0001482806,2.732581e-7,0.0004411194,0.0407248,0.9534054,0.00004108346,0.00003994689,0.002675738],"study_design_scores_gemma":[0.000327422,0.0000541862,0.002071468,0.00002694696,0.0002648704,0.000001496495,0.0004415821,0.007883189,0.9883974,0.0003180033,0.00006668549,0.0001467402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916864,0.0005916291,0.0822282,0.00001735587,0.00003544357,0.0001757709,0.000006665283,0.00004401109,0.00003690238],"genre_scores_gemma":[0.99782,0.0004336936,0.001648461,0.00001653436,0.00001709367,0.00001123802,0.00001879059,0.00002532949,0.000008865198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08095597,"threshold_uncertainty_score":0.6261237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003904082782217262,"score_gpt":0.2228484616503503,"score_spread":0.218944378868133,"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."}}