{"id":"W7056958397","doi":"","title":"Gormley - Chris Guerette - Friday, January 7, 2022","year":2022,"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":"Government (linguistics); Action (physics); Set (abstract data type); Joins; Association (psychology)","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":[0.0001533266,0.0004173261,0.0004375265,0.0002050395,0.00009526284,0.00002485809,0.0007319504,0.0005894286,0.7706367],"category_scores_gemma":[0.0000412255,0.0004993845,0.0001632531,0.00002510395,0.0001346609,2.276715e-7,0.0001972965,0.0008029339,0.01973808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368183,"about_ca_system_score_gemma":0.00002117848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008709596,"about_ca_topic_score_gemma":0.0004514917,"domain_scores_codex":[0.9983535,0.00003615641,0.0006159876,0.0002263783,0.0003851777,0.0003827616],"domain_scores_gemma":[0.9986851,0.00006989168,0.0002851798,0.0008197805,0.0000427366,0.00009728361],"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":[0.000008297752,0.00002357419,0.000001340577,0.0002640516,0.0001234495,0.00001453734,0.00004739816,0.001180438,0.000001253576,0.0001392295,0.9968441,0.001352316],"study_design_scores_gemma":[0.0002873028,0.000046379,0.000005871524,0.0000482647,0.0000575575,0.00006984944,0.00006477677,0.0001091293,0.00001864301,0.00004246517,0.9987954,0.0004543606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001717946,0.00145144,0.000002743438,0.0001789248,0.0004431871,0.0005891602,0.0007502803,0.001583551,0.9949836],"genre_scores_gemma":[0.0003739565,0.0007387674,0.0008476735,0.0001967514,0.0001206664,0.0002026042,0.00067679,0.0002730975,0.9965697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7508986,"threshold_uncertainty_score":0.9997458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002935100113570367,"score_gpt":0.1636687401875136,"score_spread":0.1607336400739432,"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."}}