{"id":"W4393106945","doi":"10.1007/978-3-031-50308-5_99","title":"Determination of the Air-Gap Distribution at the Cast Iron to Carbon Cathode Interface Using a 3D Scanning Approach","year":2024,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aluminerie Alouette (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Cathode; Materials science; Interface (matter); Contact resistance; Carbon fibers; Air gap (plumbing); Voltage; Optoelectronics; Electrical engineering; Composite material; Contact angle; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009557507,0.0007043838,0.0007774555,0.0001155458,0.0002258372,0.0001800173,0.0006679272,0.0002994798,0.00003809902],"category_scores_gemma":[0.00006879978,0.0004316421,0.0001617488,0.0001429578,0.000362549,0.0001692253,0.0007207585,0.0003462235,0.00001021179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005688513,"about_ca_system_score_gemma":0.00004348337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004644854,"about_ca_topic_score_gemma":0.000177501,"domain_scores_codex":[0.9976915,0.0001685868,0.0008266895,0.0004895277,0.000428838,0.0003949235],"domain_scores_gemma":[0.9983049,0.0001093792,0.000404238,0.0009858211,0.0001461444,0.00004951722],"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":[0.00004202477,0.000006331158,0.000003744978,0.0007618741,0.00009736441,0.000005016468,0.0008040906,0.001300493,0.9889694,0.007610873,0.000254944,0.0001437737],"study_design_scores_gemma":[0.0002366532,0.0002045583,0.0001171213,0.003170865,0.001754501,0.0008801586,0.0002282532,0.002892395,0.9244999,0.05420855,0.009845136,0.001961931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339786,0.002679507,0.007227557,0.0002047247,0.003441492,0.003229055,0.001896036,0.001257711,0.04608536],"genre_scores_gemma":[0.9381005,0.00006994406,0.03181969,0.00003679858,0.0006359878,0.0002874502,0.0002247765,0.0004587663,0.02836609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06446959,"threshold_uncertainty_score":0.9998136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932076126374364,"score_gpt":0.2541971200116528,"score_spread":0.2248763587479091,"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."}}