{"id":"W7066010945","doi":"","title":"Gormley - Stan Thomas - August 8th, 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":"Joins","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002875806,0.0006185503,0.0002934072,0.0006519914,0.001970495,0.003199481,0.0004670808,0.001455446,0.5467871],"category_scores_gemma":[0.00073254,0.0002813835,0.0002108268,0.0005923528,0.0004129144,0.001609168,0.001586236,0.001973975,0.3512159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289352,"about_ca_system_score_gemma":0.0009472651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195953,"about_ca_topic_score_gemma":0.05653202,"domain_scores_codex":[0.9997585,0.00001710437,0.000005871217,0.0000475606,0.0001150489,0.00005600306],"domain_scores_gemma":[0.9997135,0.00002259627,0.00001165868,0.00001827322,0.0001078166,0.0001261196],"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":[0.00001271558,0.000006682823,0.00004769774,0.00001416692,4.197365e-7,0.00004075351,0.00002782152,0.00001067436,0.00008908171,0.001503157,0.9842785,0.01396831],"study_design_scores_gemma":[8.601055e-7,0.000002480093,0.0001257436,0.00001523786,1.982517e-7,0.00002061849,0.00002781592,0.000007320818,0.00004152663,0.0001265291,0.9996307,0.000001119744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007140803,0.002867543,0.0001947556,0.006764031,0.00542329,0.0000432863,0.001293199,0.0004617082,0.9822381],"genre_scores_gemma":[0.0004578274,0.0002025326,0.00002056411,0.0003218564,0.00008827942,0.000003577858,0.00008598225,0.0000465697,0.9987729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4532129,"threshold_uncertainty_score":0.6464532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006407167593647367,"score_gpt":0.201923655265883,"score_spread":0.1955164876722356,"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."}}