{"id":"W4230247304","doi":"10.1063/1.4893564.1","title":"10.1063/1.4893564.1","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; Conductor; Nanotechnology; Magnet; Electrical engineering; Optoelectronics; Magnetic field; Engineering; 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":[0.0001134362,0.0006797907,0.0007361958,0.0001704733,0.0001425506,0.0005808222,0.0007353873,0.0002914752,0.008246119],"category_scores_gemma":[0.00002671841,0.0006281217,0.0004826251,0.0002373829,0.0001024028,0.0002965239,0.0003082349,0.0005522241,0.03210739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005029031,"about_ca_system_score_gemma":0.00009581055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002908826,"about_ca_topic_score_gemma":0.00002357914,"domain_scores_codex":[0.997667,0.00003974049,0.0005472089,0.0006840698,0.0003842454,0.0006777539],"domain_scores_gemma":[0.9981599,0.0001559576,0.0003322161,0.001032066,0.00008367131,0.0002362246],"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":[0.00002170758,0.0002135406,0.00005896284,0.00006430638,0.000150627,0.00001041653,0.000005525103,0.000007011306,0.00000511503,0.000173726,0.992087,0.007202051],"study_design_scores_gemma":[0.0004846075,0.000157353,0.000023337,0.00007947706,0.0001050061,0.000005235037,0.00001362025,0.00001467032,0.00002495877,0.0004942834,0.9978499,0.0007475443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005231137,0.00007995706,0.0005104126,0.00001334865,0.0004880066,0.0002804282,0.9716969,0.0001092645,0.0267694],"genre_scores_gemma":[0.002773486,0.000005125278,0.00003821059,0.00009178033,0.001763468,0.00003345184,0.9839355,0.00009816494,0.01126083],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02386127,"threshold_uncertainty_score":0.999617,"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."}}