{"id":"W6983530926","doi":"","title":"Monitoring wear and corrosion with integrated ultrasonic transducers","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spare part; Transducer; Ultrasonic sensor; Corrosion; Schedule; Ultrasonic testing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002515688,0.0002899814,0.0003928536,0.0006021693,0.0001075335,0.0004258558,0.0006828109,0.0006202807,0.0004884085],"category_scores_gemma":[0.001216368,0.0003299057,0.0001264802,0.0005505783,0.0002811218,0.0006539552,0.0003930904,0.0003688385,0.0001755623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327378,"about_ca_system_score_gemma":0.0001518917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006878046,"about_ca_topic_score_gemma":0.001110521,"domain_scores_codex":[0.9992385,0.00006535502,0.00002337873,0.0001094296,0.0005233363,0.00004009087],"domain_scores_gemma":[0.9994757,0.0001341138,0.00009072114,0.00004671643,0.000234246,0.00001860874],"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":[0.0001570403,0.00004960995,0.002770662,0.00009405601,0.00002766967,0.00008424559,0.0001083527,0.001809642,0.9330139,0.0002097108,0.0002991366,0.06137599],"study_design_scores_gemma":[0.00005551134,0.001201787,0.0232935,0.00003271829,0.0001292323,0.001155649,0.0001542108,0.06908035,0.8979964,0.0003833828,0.006439656,0.0000775869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7753441,0.002944491,0.2165707,0.0001276536,0.0001337422,0.00006904698,0.0001724634,0.001455088,0.003182734],"genre_scores_gemma":[0.8571383,0.001120976,0.1383309,0.00007332778,0.00005299745,0.00004796284,0.0001271874,0.00005044077,0.003057914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006878046,"threshold_uncertainty_score":0.001688659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005026477892206707,"score_gpt":0.1716641294748679,"score_spread":0.1666376515826612,"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."}}