{"id":"W7066093404","doi":"","title":"Gormley - Michael von Massow - September 21, 2023","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Joins; Economic impact analysis; Launched","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":[0.0001105143,0.0003813323,0.0004166132,0.0000983782,0.00007745798,0.00008155582,0.000259868,0.0002645364,0.8000861],"category_scores_gemma":[0.00004367389,0.0003764783,0.0002544867,0.00001429551,0.0000740762,4.199946e-7,0.0001063822,0.0003275252,0.2182099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004125564,"about_ca_system_score_gemma":0.00003417433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01718642,"about_ca_topic_score_gemma":0.002659823,"domain_scores_codex":[0.9984669,0.00003661248,0.0005950225,0.0002312561,0.0003206898,0.0003495123],"domain_scores_gemma":[0.9985246,0.0002401902,0.0005640555,0.0004074794,0.0001296811,0.0001340076],"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":[0.0000192899,0.00007389268,0.00003294047,0.0001416308,0.0001597253,0.00000983336,0.00003442254,0.0004965334,1.506728e-7,0.0001279946,0.9979326,0.0009709764],"study_design_scores_gemma":[0.0004153594,0.00005905531,0.00001432407,0.0003144137,0.00008870626,0.00000740059,0.0001406028,0.00004459204,0.00001814565,0.00003465613,0.99848,0.0003827856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004194175,0.00002313799,0.000002252017,0.00009498727,0.0009801287,0.0003381849,0.00109402,0.0002626949,0.9971626],"genre_scores_gemma":[0.0004511076,0.00005293663,0.0003886398,0.00007740994,0.0005016914,0.00004012755,0.0005407396,0.0002898916,0.9976575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5818762,"threshold_uncertainty_score":0.9998687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005597030892697028,"score_gpt":0.1971387440755561,"score_spread":0.191541713182859,"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."}}