{"id":"W7000293031","doi":"","title":"The evolution of dynamic switching diagrams of small Permalloy ellipses with magnetic field pulse duration","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Electromagnetic Launch and Propulsion Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permalloy; Ellipse; Pulse (music); Pulse duration; Magnetic field; Duration (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007656454,0.00008390356,0.0001057293,0.00005011187,0.00004436898,0.000007821341,0.000123146,0.00007342084,0.00005074783],"category_scores_gemma":[0.0000200055,0.0000572206,0.00002737414,0.0001278603,0.00003769328,0.00002935535,0.00001153268,0.0001219588,0.00000250183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003556973,"about_ca_system_score_gemma":0.00001578662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001255619,"about_ca_topic_score_gemma":0.0009058862,"domain_scores_codex":[0.999415,0.00001682076,0.00022015,0.00008280619,0.00009622577,0.0001690095],"domain_scores_gemma":[0.9996253,0.00008320799,0.00004998804,0.0001874614,0.00003976251,0.00001434139],"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":[0.00003098613,0.00002212045,0.001431159,0.00006608971,0.00000958648,0.000001576043,0.00003528152,0.0004796332,0.8749384,0.005345779,0.0001153461,0.1175241],"study_design_scores_gemma":[0.001487511,0.004930024,0.04978755,0.0001693277,0.000123303,0.0000781713,0.0002888716,0.2258893,0.6116713,0.1044049,0.0005816641,0.0005880569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807734,0.001091449,0.01310153,0.0002212199,0.00005452316,0.0001365794,0.000001445557,0.00008966806,0.004530214],"genre_scores_gemma":[0.9972324,0.0001176309,0.002426552,0.000003731884,0.00001613397,0.00001543537,0.000003709549,0.00001195114,0.0001724231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.263267,"threshold_uncertainty_score":0.2333388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001904045420499788,"score_gpt":0.1597687578634641,"score_spread":0.1578647124429643,"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."}}