{"id":"W2362129685","doi":"","title":"New Design Method of Electroforming Anode Profile","year":2012,"lang":"en","type":"article","venue":"Acta Aeronautica et Astronautica Sinica","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anode; Electroforming; Cathode; Materials science; Nozzle; Current density; Current (fluid); Composite material; Optoelectronics; Electrical engineering; Mechanical engineering; Layer (electronics); Engineering; Chemistry; Electrode; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007688027,0.0002956735,0.0004496799,0.000171706,0.00007545351,0.00001688993,0.0003317208,0.0002652044,0.0006028579],"category_scores_gemma":[0.0001587274,0.0002920312,0.00011247,0.0003294801,0.00008952332,0.0003804338,0.00008168394,0.0005581341,0.00009206613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104872,"about_ca_system_score_gemma":0.0001377019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001097726,"about_ca_topic_score_gemma":9.549639e-7,"domain_scores_codex":[0.9978525,0.0001425258,0.0005723656,0.0002486316,0.0002596033,0.0009243983],"domain_scores_gemma":[0.9987473,0.0003212368,0.00009350223,0.0005501368,0.0000483154,0.0002395014],"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":[0.0001933946,0.0005644431,0.003676285,0.0002271392,0.0008447456,0.000003245645,0.003020394,0.001195468,0.5282492,0.08410645,0.1107109,0.2672083],"study_design_scores_gemma":[0.002454223,0.001170123,0.01456869,0.0002422947,0.0004647079,0.0003418202,0.0004706623,0.0928768,0.7840064,0.002992466,0.09869434,0.001717471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03237378,0.0004852401,0.9398384,0.002241824,0.0007668564,0.0005845515,0.0000134693,0.001517508,0.02217835],"genre_scores_gemma":[0.687241,0.0000183684,0.3122317,0.00009563059,0.0001168775,0.00002109247,0.00001065506,0.0000530438,0.0002117436],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6548672,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02597418897169097,"score_gpt":0.2840302190615919,"score_spread":0.258056030089901,"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."}}