{"id":"W2088858326","doi":"10.1109/holm.2008.ecp.53","title":"Aluminum Foam Transition Washer for Power Connections","year":2008,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Materials science; Aluminium; Composite material; Bolted joint; Washer; Electromagnetic shielding; Metal foam; Structural engineering; Finite element method; Mechanical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.00002079633,0.00005645892,0.00007852253,0.00005336314,0.00007794503,0.000005579288,0.00002827774,0.00003648758,0.0003319127],"category_scores_gemma":[0.000003032991,0.00005017131,0.00008278021,0.0001482755,0.00000628694,0.0001154402,9.717337e-7,0.00004572599,0.00004914797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001914301,"about_ca_system_score_gemma":0.000004558308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009264201,"about_ca_topic_score_gemma":0.00002167236,"domain_scores_codex":[0.9996799,0.00000190387,0.00008410867,0.00006073394,0.00004368462,0.000129732],"domain_scores_gemma":[0.9998604,0.00001862549,0.00000396334,0.00006124876,0.000024047,0.00003169403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002033894,0.0008102395,0.006593378,0.0004367512,0.002511342,0.00005495169,0.008702301,0.1084906,0.3432339,0.01933617,0.4557538,0.05387314],"study_design_scores_gemma":[0.001940542,0.0004714808,0.004745678,0.00001885512,0.0001815429,0.00005207342,0.0002946901,0.7099234,0.117999,0.0005936705,0.1628559,0.0009231797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7590382,0.0001538706,0.2088254,0.000366186,0.0001270539,0.0001427567,0.000005181329,0.0004461129,0.03089534],"genre_scores_gemma":[0.9978976,0.00005702881,0.0003736592,0.000163712,0.00005072448,0.00002559866,0.000009669219,0.00001058908,0.00141141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6014328,"threshold_uncertainty_score":0.3634211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014834693225777,"score_gpt":0.1987677946794039,"score_spread":0.1886194477471461,"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."}}