{"id":"W2392153645","doi":"","title":"3D Shape Measurement Based on Digital Speckle Shearing Interferometry","year":2014,"lang":"en","type":"article","venue":"Bandaoti guangdian","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Optics; Speckle pattern; Shearing (physics); Shearing interferometer; Interferometry; Electronic speckle pattern interferometry; Speckle imaging; Reference beam; Materials science; Physics; Astronomical interferometer","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":[0.0007464826,0.0002406806,0.0002317034,0.0002767565,0.0001038953,0.000621243,0.0009655943,0.0000836147,0.0001893847],"category_scores_gemma":[0.0003508134,0.0002068959,0.0001135297,0.000326745,0.00005317725,0.0005604065,0.0001641633,0.0002321846,0.0003697576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660783,"about_ca_system_score_gemma":0.00005046162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009618078,"about_ca_topic_score_gemma":0.000008700086,"domain_scores_codex":[0.9978805,0.00005633891,0.0002877267,0.0005123903,0.0008272019,0.0004358602],"domain_scores_gemma":[0.9987736,0.00006682097,0.00006442302,0.0007252337,0.0001646113,0.000205353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001321621,0.0011633,0.02287631,0.0001231137,0.00007637731,0.00002594498,0.0004353248,0.00008778874,0.01193274,0.04660552,0.009228209,0.9073132],"study_design_scores_gemma":[0.00280781,0.007467669,0.0423145,0.001708977,0.00004198732,0.00001410794,0.00005470644,0.7228193,0.1493664,0.007365943,0.0634497,0.002588884],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0248939,0.00003182641,0.6873081,0.001949328,0.0007761206,0.0003898117,0.000004292177,0.001074837,0.2835718],"genre_scores_gemma":[0.9892195,9.585713e-7,0.009839158,0.0006831042,0.000135045,0.00001756684,0.00000222362,0.00001834952,0.00008407612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9643256,"threshold_uncertainty_score":0.8436968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075276573335083,"score_gpt":0.2405161548941904,"score_spread":0.1997633891608396,"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."}}