{"id":"W4233477682","doi":"10.1063/1.4893564.2","title":"10.1063/1.4893564.2","year":2014,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Fabrication; Materials science; Permalloy; Electromagnet; Electrical conductor; Nanotechnology; Conductor; Magnet; Electrical engineering; Optoelectronics; Engineering; Magnetic field; Magnetization; Composite material; Physics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000114901,0.0006789716,0.0007358841,0.0001704719,0.000143602,0.0005802847,0.0007308796,0.000291288,0.007953871],"category_scores_gemma":[0.00002721172,0.0006275041,0.0004815376,0.000237316,0.0001020728,0.000290805,0.0003043142,0.0005564968,0.03194468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005031548,"about_ca_system_score_gemma":0.00009540729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002959438,"about_ca_topic_score_gemma":0.00002351125,"domain_scores_codex":[0.9976666,0.00004039571,0.0005463587,0.0006849985,0.0003840726,0.0006775566],"domain_scores_gemma":[0.9981556,0.0001574661,0.0003319534,0.001034889,0.00008371263,0.000236392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002149114,0.0002127995,0.00005679172,0.00006392616,0.0001505141,0.00001033413,0.000005565959,0.000007300237,0.000004865913,0.0001691976,0.9918735,0.007423729],"study_design_scores_gemma":[0.0004840034,0.0001593404,0.00002168358,0.00008080639,0.0001048055,0.00000536533,0.00001413039,0.00001510511,0.00002472693,0.000484907,0.9978584,0.0007467431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005126218,0.00008124059,0.0005201396,0.00001325762,0.0004864458,0.0002751626,0.9716508,0.0001112355,0.02681048],"genre_scores_gemma":[0.002864284,0.000005106168,0.00003773092,0.00009025573,0.001759712,0.00003340978,0.9835269,0.00009817782,0.01158446],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02399082,"threshold_uncertainty_score":0.9996176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005720040949008741,"score_gpt":0.2213031096295082,"score_spread":0.2155830686804995,"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."}}