{"id":"W4213448448","doi":"10.2139/ssrn.4041683","title":"Mechanics of Micropillar Confined Thin Film Plasticity","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Plasticity; Materials science; Mechanics; Nanotechnology; Physics; Composite material","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":[0.0006583357,0.0001361395,0.0002002221,0.0001027364,0.0001555662,0.00001350708,0.0003696,0.00004445874,0.0001030997],"category_scores_gemma":[0.0000790124,0.0001479119,0.00008153716,0.0001694055,0.00001546494,0.00009637891,0.00008626415,0.002101407,0.000002302034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009374376,"about_ca_system_score_gemma":0.000375766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002281287,"about_ca_topic_score_gemma":0.00007607013,"domain_scores_codex":[0.9981529,0.00005763105,0.0002770171,0.0001029455,0.0002545739,0.001154993],"domain_scores_gemma":[0.9995942,0.00005444369,0.0001308365,0.000131825,0.00004271222,0.00004598392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006191079,0.00005736127,0.0001054911,0.00003171207,0.0002541847,0.00001038443,0.0004259018,0.5812265,0.1049459,0.3093803,0.001606489,0.001893858],"study_design_scores_gemma":[0.001077277,0.0008044521,0.00004003606,0.00002990452,0.00006833354,0.00100306,0.002102213,0.1315107,0.07545216,0.7710114,0.01626993,0.0006304975],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3257188,0.003328769,0.6686506,0.0001494371,0.0004617399,0.0001904379,0.00005176487,0.0005630289,0.0008854899],"genre_scores_gemma":[0.9961159,0.001089548,0.00253133,0.00002813134,0.00004430574,0.000007332383,0.000003536916,0.00004613828,0.0001338124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6703971,"threshold_uncertainty_score":0.9129685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005607174676671131,"score_gpt":0.208516256035689,"score_spread":0.2029090813590179,"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."}}