{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001745374,0.0002792581,0.0004582373,0.000607569,0.0008841395,0.001288923,0.001183717,0.001123779,0.005879452],"category_scores_gemma":[0.001034548,0.0005202073,0.0003501339,0.0002211805,0.001604321,0.001109462,0.001020478,0.0009241324,0.0006406097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000700596,"about_ca_system_score_gemma":0.0004590236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264623,"about_ca_topic_score_gemma":0.001043913,"domain_scores_codex":[0.9997893,0.00002413074,0.000006189762,0.00003236076,0.00009759884,0.00005037112],"domain_scores_gemma":[0.9997044,0.0001144322,0.00003286724,0.00005081652,0.00004341107,0.0000540275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002025008,0.0003728818,0.001264203,0.0002927338,0.00006256943,0.001444465,0.0004591336,0.1700009,0.1860997,0.6188249,0.003765929,0.01721011],"study_design_scores_gemma":[0.00007481442,0.0001594494,0.005288197,0.00002748801,0.00001527501,0.0003993747,0.0001805966,0.8843165,0.01556634,0.09077863,0.003078217,0.000115128],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8125758,0.002247288,0.07653216,0.002639998,0.0006349732,0.0001515022,0.0002751478,0.0004298402,0.1045133],"genre_scores_gemma":[0.9855392,0.000279797,0.001898049,0.000101768,0.00007544213,0.0000522538,0.00004294662,0.00004803042,0.01196255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005879452,"threshold_uncertainty_score":0.01966876,"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."}}