{"id":"W1504892993","doi":"10.1007/978-3-319-48144-9_114","title":"A Numerical Approach for the Design of Anode Beam Mechanical Systems","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Anode; Beam (structure); Materials science; Cathode; Reduction (mathematics); Structural engineering; Engineering; Electrical engineering; Physics; Electrode; Mathematics","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":[0.0004119113,0.0007191045,0.0004648478,0.0004322226,0.0004341094,0.0009611199,0.00131545,0.0008242688,0.00659958],"category_scores_gemma":[0.0008998523,0.0005229087,0.0004216133,0.0003653239,0.0006936837,0.0006126037,0.0006704425,0.001142981,0.00202071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678532,"about_ca_system_score_gemma":0.0006845894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007758418,"about_ca_topic_score_gemma":0.001714777,"domain_scores_codex":[0.9996918,0.00005021332,0.000009626541,0.00002191153,0.0002153319,0.00001110312],"domain_scores_gemma":[0.9998181,0.00008848102,0.0000106466,0.00002194322,0.00005382822,0.000007022006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003455702,0.000074474,0.0002052267,0.0004533772,0.00003096105,0.0001029472,0.0001673072,0.4737379,0.02884753,0.2816628,0.009736217,0.2049467],"study_design_scores_gemma":[0.00002098413,0.00004364651,0.0001454986,0.00008624858,0.00001259848,0.0001091966,0.00003156746,0.8359812,0.004793617,0.0927082,0.06604759,0.00001965732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009620361,0.000612894,0.9750084,0.0001391073,0.00008867211,0.00004324353,0.00003363759,0.0001711346,0.02294088],"genre_scores_gemma":[0.05999969,0.00200834,0.8941672,0.0001957224,0.00008520037,0.0003787795,0.0001226758,0.0002662571,0.04277614],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00659958,"threshold_uncertainty_score":0.0220778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437911325827437,"score_gpt":0.2292980395772091,"score_spread":0.1855069069944654,"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."}}