{"id":"W133275364","doi":"10.1007/1-4020-5721-0_7","title":"Ultrasonic Characterization of the Biological Objects of Spherical or Cylindrical Shape Using an Acoustic Microscope","year":2007,"lang":"en","type":"book-chapter","venue":"Acoustical imaging","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Microscope; Acoustics; Ultrasonic sensor; Optics; Characterization (materials science); Physics; Nanotechnology","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":[0.000122793,0.0002599479,0.0003027124,0.0004615935,0.0001575417,0.000391431,0.0004593655,0.0003977189,0.002351143],"category_scores_gemma":[0.0001921174,0.0002315709,0.0001723862,0.0003295163,0.0003392759,0.0005367586,0.0002175446,0.0003018634,0.0009907368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937877,"about_ca_system_score_gemma":0.0002328164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005205741,"about_ca_topic_score_gemma":0.0007663055,"domain_scores_codex":[0.9999245,0.000004206981,0.000002836286,0.00001579943,0.0000467457,0.000005814654],"domain_scores_gemma":[0.9999092,0.00004128465,0.000009634219,0.00001088484,0.00002266172,0.000006374647],"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":[0.00002477559,0.000008079742,0.0001751839,0.0001057339,0.000003874282,0.00005911911,0.00007677259,0.0005238995,0.9511177,0.001715361,0.0006234001,0.04556617],"study_design_scores_gemma":[0.000005922391,0.0001596849,0.005575329,0.00003360107,0.0000262929,0.002037957,0.0001706425,0.0147682,0.9348494,0.002332814,0.04000676,0.00003343958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2449551,0.02095431,0.6619419,0.0007431308,0.0002521011,0.0001397703,0.0004529683,0.001377305,0.06918351],"genre_scores_gemma":[0.5219502,0.01428009,0.3626409,0.0003381343,0.0001631412,0.0001285522,0.0007863888,0.000252118,0.09946042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002351143,"threshold_uncertainty_score":0.00786531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03581103105011791,"score_gpt":0.2582306768755784,"score_spread":0.2224196458254605,"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."}}