{"id":"W4400254742","doi":"10.20944/preprints202407.0046.v1","title":"Advancements and Research in Coplanar Capacitive Sensing Techniques for Non-Destructive Testing and Evaluation: A State-of-the-Art Review","year":2024,"lang":"en","type":"review","venue":"Preprints.org","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Capacitive sensing; Nondestructive testing; Extant taxon; Computer science; Systems engineering; Engineering; Electrical engineering; 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":[0.002659176,0.001050913,0.001700639,0.005810749,0.0005123575,0.001953404,0.001220696,0.001531425,0.003979952],"category_scores_gemma":[0.004318225,0.0006658759,0.001069904,0.005381009,0.0009765513,0.002408365,0.0009433688,0.001698574,0.001801479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008181109,"about_ca_system_score_gemma":0.002746692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460753,"about_ca_topic_score_gemma":0.00218436,"domain_scores_codex":[0.999037,0.0001521214,0.000158527,0.0001887187,0.0004073911,0.00005625861],"domain_scores_gemma":[0.9948697,0.003612906,0.0004023658,0.0001204305,0.0008861216,0.0001084449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000573372,0.00008294462,0.000456502,0.05363484,0.0001505589,0.0001741032,0.0002048067,0.0006852441,0.003396341,0.008596156,0.01319741,0.9193638],"study_design_scores_gemma":[0.000009374095,0.000156087,0.001136818,0.013123,0.000369707,0.001013818,0.0002264999,0.0002864868,0.002243818,0.00360772,0.9777679,0.00005877389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001910196,0.9977087,0.0006130342,0.0002666223,0.0001511452,0.000009337083,0.00002424029,0.00001134239,0.001024482],"genre_scores_gemma":[0.001008997,0.9977671,0.0006303303,0.000143153,0.0001158876,0.000009372352,0.00003028224,0.000003944212,0.0002908469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005810749,"threshold_uncertainty_score":0.01406324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3133794144353238,"score_gpt":0.4732904468347735,"score_spread":0.1599110323994497,"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."}}