{"id":"W2895328906","doi":"10.1117/12.2500627","title":"Non-invasive method of car wheel rim examination","year":2018,"lang":"en","type":"article","venue":"Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Vibration; Rotation (mathematics); Point (geometry); Structural engineering; Chart; Position (finance); Natural frequency; Geology; Acoustics; Computer science; Engineering; Physics; Geometry; Mathematics; Artificial intelligence","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":[0.0005219797,0.0005919692,0.0004224676,0.001721775,0.000232947,0.0005336748,0.0009632628,0.0005863009,0.002392869],"category_scores_gemma":[0.001448293,0.0003457994,0.0002966393,0.0003834712,0.0002598143,0.0006828383,0.000640675,0.0003950864,0.001202599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525254,"about_ca_system_score_gemma":0.0002867463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005099025,"about_ca_topic_score_gemma":0.001134127,"domain_scores_codex":[0.9990761,0.0001211684,0.00003347436,0.0001904682,0.0005285333,0.00005022721],"domain_scores_gemma":[0.9988762,0.0002693495,0.0001421167,0.0002031343,0.0004614256,0.00004769747],"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":[0.0004276829,0.0001231041,0.01320303,0.0006203477,0.00004229532,0.0004296626,0.0004253566,0.001983989,0.6356637,0.001095235,0.002036296,0.3439494],"study_design_scores_gemma":[0.00006936093,0.00134245,0.09157337,0.0002145527,0.0002236356,0.006545281,0.001020181,0.1629002,0.710593,0.001957715,0.02331369,0.0002464519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.146436,0.001787662,0.8436517,0.0001015465,0.000137402,0.0002246329,0.0003044697,0.002072361,0.005284242],"genre_scores_gemma":[0.6783866,0.0009711758,0.3123102,0.0001061724,0.00007937293,0.0002215046,0.000342859,0.0001573427,0.007424782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002392869,"threshold_uncertainty_score":0.008004904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853296316050808,"score_gpt":0.322189078328798,"score_spread":0.2936561151682899,"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."}}