{"id":"W7055193995","doi":"","title":"Billy White - Off Season Update","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White (mutation); State (computer science); Foundation (evidence); White paper","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":[0.00009599866,0.0003042,0.0002976676,0.00007103525,0.00004013139,0.00004765237,0.0003090062,0.0003353475,0.5091254],"category_scores_gemma":[0.00001632187,0.0002991428,0.0001074505,0.00001093664,0.00008711541,1.632192e-7,0.00004270947,0.0001598507,0.07908467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003813896,"about_ca_system_score_gemma":0.00001519775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002941775,"about_ca_topic_score_gemma":0.0003504133,"domain_scores_codex":[0.9989082,0.00002086508,0.0004123331,0.0001460804,0.0002541963,0.0002583319],"domain_scores_gemma":[0.9991695,0.00002494235,0.0001778256,0.0004303371,0.00008087,0.0001165724],"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":[0.000007894361,0.00001266989,0.000001517831,0.000283335,0.00005660229,0.000002794209,0.00003409116,0.0005312357,5.600305e-7,0.00002625369,0.9977344,0.001308595],"study_design_scores_gemma":[0.0002314702,0.0000312422,0.000003567223,0.0001429283,0.00004197312,0.00001825147,0.00001467437,0.0002818805,0.00002756162,0.000008342451,0.9988721,0.0003260228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001457364,0.0002814854,0.000005756652,0.0001009702,0.0002638882,0.0003390411,0.0002429235,0.0006727491,0.9980786],"genre_scores_gemma":[0.0002061725,0.0005465536,0.001559212,0.0001423392,0.0002596819,0.00002883771,0.0003182891,0.0001950916,0.9967438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4300407,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004662601075432271,"score_gpt":0.1690465804716235,"score_spread":0.1643839793961913,"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."}}