{"id":"W2149260422","doi":"10.1007/bf02325038","title":"Inversion of speckle interferometer fringes for hole-drilling residual stress determinations","year":2000,"lang":"en","type":"article","venue":"Experimental Mechanics","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Residual stress; Hole drilling method; Optics; Stress (linguistics); Speckle pattern; Solid mechanics; Interferometry; Materials science; Geology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006516274,0.0003515648,0.0003855665,0.0007898543,0.0002784663,0.0003743635,0.0004880895,0.0003895584,0.001521695],"category_scores_gemma":[0.003335841,0.0003363799,0.0001820056,0.0007515946,0.000345702,0.0006842532,0.0004468882,0.0004434771,0.0004139604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003691261,"about_ca_system_score_gemma":0.0008156034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457463,"about_ca_topic_score_gemma":0.005579436,"domain_scores_codex":[0.9996337,0.00006080147,0.00001501165,0.00003464863,0.0002269849,0.00002884364],"domain_scores_gemma":[0.9987144,0.0005777588,0.0001174379,0.0002160488,0.0003275929,0.00004671724],"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":[0.0005286832,0.0002483727,0.005991003,0.0002269406,0.00004323358,0.00008028607,0.0002000479,0.03003289,0.6558298,0.007876865,0.00115095,0.2977909],"study_design_scores_gemma":[0.00006079908,0.0002976199,0.00992862,0.00003026704,0.0000308979,0.0002033312,0.00008893762,0.5787173,0.4029031,0.004591404,0.003090548,0.00005718374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2014065,0.0003203098,0.7935185,0.0001199429,0.00004183179,0.00008299189,0.0003948172,0.0009540123,0.003161057],"genre_scores_gemma":[0.6167809,0.0002937654,0.3810801,0.00003937024,0.00002085268,0.0000838993,0.0004041994,0.0001292387,0.001167693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001521695,"threshold_uncertainty_score":0.005090594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236205323327105,"score_gpt":0.2926406580938261,"score_spread":0.250278604860555,"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."}}