{"id":"W7051630185","doi":"","title":"Paul Martin - May 30th","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Period (music); Narrative","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":[0.00008429699,0.0002477254,0.000265719,0.0000686432,0.00003083215,0.00003555789,0.0002255089,0.0002815083,0.1218007],"category_scores_gemma":[0.0000651441,0.0002651823,0.00009355522,0.00001026385,0.00004556888,7.736137e-8,0.00004323734,0.0001964822,0.05606439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003313331,"about_ca_system_score_gemma":0.00000912386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007135072,"about_ca_topic_score_gemma":0.001355334,"domain_scores_codex":[0.9990055,0.00001091014,0.0004064179,0.0001169719,0.0002157728,0.0002444496],"domain_scores_gemma":[0.9993058,0.0001163532,0.0001433514,0.0003011012,0.00004113919,0.00009224717],"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":[0.00000243554,0.00001096856,9.948734e-7,0.0002272836,0.00004383127,0.000008885081,0.00001749642,0.003151475,2.012333e-7,0.00006413119,0.9951739,0.00129834],"study_design_scores_gemma":[0.000159182,0.00001698369,0.00000670476,0.0001544533,0.00003064358,0.0000121464,0.00001718972,0.0004124696,0.00002371423,0.00001646317,0.9988843,0.0002657819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005010154,0.0001162535,7.43331e-7,0.0001340151,0.0003194714,0.0002745205,0.0004506857,0.001210893,0.9974433],"genre_scores_gemma":[0.0006832476,0.0007012784,0.0005904513,0.00005453605,0.0001486407,0.00004940915,0.0001887449,0.0003465474,0.9972371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06573635,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005128526891973496,"score_gpt":0.1729870485807222,"score_spread":0.1678585216887487,"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."}}