{"id":"W7056767960","doi":"","title":"GORMLEY - STEVE MCLELLAN - JUNE 16","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Pulsed Power Technology Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lift (data mining); Feeling; Joins; Work (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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009292638,0.0003780769,0.0004458019,0.0001279013,0.00004356552,0.00003074747,0.0004512346,0.0007729311,0.5190666],"category_scores_gemma":[0.0000407222,0.0004327961,0.0001399871,0.00001840911,0.0001288584,1.104535e-7,0.00008992806,0.0004561268,0.01387679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003477,"about_ca_system_score_gemma":0.00002147359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007271645,"about_ca_topic_score_gemma":0.001699519,"domain_scores_codex":[0.9986078,0.00002443002,0.0005663264,0.0001989899,0.0002597527,0.0003427528],"domain_scores_gemma":[0.9988433,0.00005781731,0.0002150533,0.0007011645,0.00007999561,0.0001026333],"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":[0.000004544092,0.00002086436,9.309379e-7,0.0004419372,0.0001147473,0.00001108868,0.0000325689,0.000460485,0.00000252566,0.0001025913,0.9975987,0.001209004],"study_design_scores_gemma":[0.0002691303,0.00002039942,0.000003607013,0.0001927725,0.00004670258,0.00006771865,0.0000508665,0.00005300202,0.00008370761,0.00002449596,0.9987933,0.0003942892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000134618,0.00161491,0.000006869278,0.0001505669,0.0005006207,0.0003763964,0.0002199356,0.00106223,0.996055],"genre_scores_gemma":[0.0006911083,0.0006678585,0.001395978,0.0001172348,0.0001170126,0.00005574766,0.0005898942,0.0002316887,0.9961335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5051898,"threshold_uncertainty_score":0.9998124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004069720742195051,"score_gpt":0.1739817340818892,"score_spread":0.1699120133396942,"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."}}