{"id":"W7052361680","doi":"","title":"Profile: Moyra Davey","year":2020,"lang":"en","type":"other","venue":"University of the Arts London Research Online (University of the Arts London)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Period (music); Class (philosophy); Component (thermodynamics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004608912,0.0004053599,0.0006725691,0.0004916295,0.0004899685,0.000021663,0.003777134,0.0003399228,0.00222826],"category_scores_gemma":[0.0001290427,0.0003913045,0.0004915599,0.001177913,0.001212742,0.000196077,0.001656865,0.001705025,0.0001763822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003595803,"about_ca_system_score_gemma":0.0004379156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872407,"about_ca_topic_score_gemma":0.007944307,"domain_scores_codex":[0.9967298,0.00036528,0.0002055258,0.0005299776,0.001296003,0.0008734109],"domain_scores_gemma":[0.9974456,0.0001987921,0.0003093849,0.001570399,0.0002400941,0.000235745],"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":[0.0001675662,0.000249384,0.0002019455,0.0006034907,0.0006355223,0.00006617651,0.001483319,0.0009305054,0.003371948,0.002915335,0.9872674,0.002107412],"study_design_scores_gemma":[0.001416987,0.0001721087,0.0005615096,0.0006286585,0.0002076645,0.00001055887,0.001587978,0.007455754,0.001265032,0.0004960651,0.9857119,0.0004857848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1188767,0.006464591,0.003066882,0.05651876,0.00244573,0.009017006,0.00621145,0.002099568,0.7952994],"genre_scores_gemma":[0.04359188,0.004044856,0.004630633,0.0001304611,0.0002458072,3.788585e-7,0.0002151588,0.0005668392,0.946574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1512746,"threshold_uncertainty_score":0.9998539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219413063706667,"score_gpt":0.2411812455394856,"score_spread":0.2192399391688188,"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."}}