{"id":"W4243848910","doi":"10.1002/0471266965.com056.pub2","title":"Optical Microscopy","year":2012,"lang":"en","type":"other","venue":"Characterization of Materials","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Optical microscope; Microscopy; Microscope; Fluorescence microscope; Instrumentation (computer programming); Microstructure; Materials science; Nanotechnology; Optics; Computer science; Fluorescence; Physics; Scanning electron microscope; 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":[0.0008682577,0.001090413,0.0006038282,0.003492367,0.001435147,0.002168416,0.001623328,0.001728282,0.08719997],"category_scores_gemma":[0.001457687,0.0006422205,0.000627313,0.001731551,0.0007806267,0.001869157,0.001932304,0.001559161,0.04270621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001802396,"about_ca_system_score_gemma":0.001263166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537803,"about_ca_topic_score_gemma":0.002285993,"domain_scores_codex":[0.9982426,0.0001309952,0.00008796018,0.0004359514,0.0009453071,0.0001571582],"domain_scores_gemma":[0.9986662,0.0001593392,0.0000840791,0.0003057634,0.0007152847,0.00006949137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001872821,0.00007618093,0.001136267,0.001173295,0.00005998117,0.0004762653,0.0002537196,0.001474319,0.241424,0.054474,0.2565423,0.4427226],"study_design_scores_gemma":[0.00002968389,0.00004791494,0.001226263,0.0001979053,0.00002055104,0.0009606165,0.00009461181,0.003521021,0.08511964,0.004325017,0.9043987,0.00005802155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01840781,0.01223816,0.3966733,0.003555083,0.003929214,0.0008403616,0.007570165,0.01722993,0.5395559],"genre_scores_gemma":[0.13185,0.01319601,0.3707512,0.003842151,0.0009884087,0.001179052,0.01082853,0.002588088,0.4647767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08719997,"threshold_uncertainty_score":0.2917129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00800210042735736,"score_gpt":0.2669829500542658,"score_spread":0.2589808496269084,"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."}}