{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003339989,0.0004523378,0.0003626553,0.001616752,0.0002329368,0.0005760717,0.0005185765,0.000354271,0.00160485],"category_scores_gemma":[0.0007110291,0.0003579316,0.0003447293,0.00118342,0.0003466397,0.0007393189,0.0006276814,0.0003135572,0.0004475658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927304,"about_ca_system_score_gemma":0.0003526816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009880338,"about_ca_topic_score_gemma":0.00132956,"domain_scores_codex":[0.9994757,0.00003884402,0.00002382813,0.0001010996,0.0003358528,0.00002473031],"domain_scores_gemma":[0.9995525,0.00007462308,0.00005969186,0.00009615801,0.0001965621,0.00002036827],"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":[0.0001792207,0.00005853151,0.007117853,0.0003357196,0.00004039135,0.0001663548,0.0002816789,0.00939041,0.709872,0.005663209,0.001417358,0.2654773],"study_design_scores_gemma":[0.00003879783,0.0002385725,0.01730837,0.00004042146,0.00006272324,0.0009205749,0.0001642098,0.227654,0.738273,0.003054027,0.01206309,0.0001822577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1870669,0.0006097256,0.7995821,0.000145532,0.0001463802,0.0001002187,0.0006091981,0.002253071,0.009486934],"genre_scores_gemma":[0.6014031,0.0006741695,0.3945822,0.00008779157,0.0000424589,0.0001198869,0.0005230556,0.0001046984,0.002462615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001616752,"threshold_uncertainty_score":0.005368769,"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."}}