{"id":"W1995843862","doi":"10.1088/0957-0233/13/2/303","title":"Magnetic flux leakage inspection of tailor-welded blanks","year":2001,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Magnetic flux leakage; Welding; Hall effect sensor; Plotter; Materials science; Magnet; Leakage (economics); Acoustics; Magnetic flux; Flux (metallurgy); Mechanical engineering; Magnetic field; Composite material; Computer science; Engineering; Metallurgy; Physics","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":[0.0004136642,0.0002084587,0.0002275735,0.0004767669,0.0002030601,0.0002164378,0.0002614908,0.0003753153,0.0003842659],"category_scores_gemma":[0.001119882,0.0001469256,0.00009171133,0.0001315093,0.0004416005,0.0002425578,0.0002890876,0.0001138519,0.0001015888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002384801,"about_ca_system_score_gemma":0.0001694846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108878,"about_ca_topic_score_gemma":0.00141536,"domain_scores_codex":[0.9997393,0.00004924177,0.000008345548,0.0000388429,0.0001208224,0.00004334805],"domain_scores_gemma":[0.9995272,0.0001187769,0.00009384745,0.00004992988,0.0001612517,0.00004898997],"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":[0.0001519836,0.00001335011,0.002466123,0.00003000144,0.0000021602,0.0001421048,0.00008147712,0.0004036939,0.9925128,0.00003807984,0.00002520253,0.004132969],"study_design_scores_gemma":[0.00001965604,0.0009608552,0.02917717,0.00001651606,0.00000891346,0.0007037134,0.0001471157,0.005851522,0.9621215,0.00009425975,0.0008824061,0.00001635446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914181,0.00009924036,0.008076542,0.00001165222,0.000002683622,0.00000921213,0.00001745177,0.00007652482,0.0002884738],"genre_scores_gemma":[0.9971154,0.00002210114,0.002386997,0.000007422106,6.952076e-7,0.00000431909,0.00001860246,0.00000652547,0.0004378947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00108878,"threshold_uncertainty_score":0.002187729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174851397279484,"score_gpt":0.221714010091215,"score_spread":0.1999654961184201,"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."}}