{"id":"W76325694","doi":"10.1007/978-1-4615-0563-1_4","title":"Nanoindentation of Microsprings and Microcantilevers","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nanoindentation; Microscale chemistry; Materials science; Cantilever; Microstructure; Composite material; Nanometre; Porosity; Nanotechnology; Nanomechanics; Thin film; Atomic force microscopy","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":[0.0006940881,0.0006528016,0.0008750419,0.0008810107,0.0005283849,0.0009512016,0.001939093,0.0009368116,0.005104284],"category_scores_gemma":[0.0008380932,0.0008705623,0.0004139052,0.0009582475,0.00109742,0.001798597,0.0006283275,0.001756058,0.003435961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005886385,"about_ca_system_score_gemma":0.0002899134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000501222,"about_ca_topic_score_gemma":0.001596517,"domain_scores_codex":[0.9993661,0.00005710334,0.00002008301,0.0001580356,0.0003603454,0.00003822514],"domain_scores_gemma":[0.99949,0.0002942032,0.00002425698,0.00009104382,0.00008067897,0.00001974274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008877779,0.0001155252,0.0002545372,0.001304795,0.00003324158,0.000315019,0.0007558067,0.00399505,0.3840739,0.09029838,0.01996478,0.4988002],"study_design_scores_gemma":[0.0000165585,0.0001493298,0.002231968,0.0002179744,0.00002504012,0.001408649,0.0001599333,0.01768517,0.3971859,0.04706216,0.5337647,0.00009272788],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02001764,0.1055547,0.7417462,0.0008903495,0.002164908,0.0002738942,0.0007155081,0.001992057,0.1266448],"genre_scores_gemma":[0.09744789,0.05512737,0.5475816,0.0008569978,0.0006664644,0.000441761,0.001277081,0.001087264,0.2955136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005104284,"threshold_uncertainty_score":0.01707548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259746269262198,"score_gpt":0.2053662659260411,"score_spread":0.1927688032334191,"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."}}