{"id":"W7061475458","doi":"","title":"12 - Project Blue Beam","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Illusion; Control (management); Optical illusion; Ridiculous","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":[0.00007402067,0.0002787792,0.0003373318,0.00006192733,0.00002729555,0.00005163866,0.0001996096,0.0003250669,0.1917273],"category_scores_gemma":[0.0000266868,0.0002878822,0.0001186915,0.00000710911,0.00004386628,1.131589e-7,0.00004912291,0.0002185914,0.002281991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004424039,"about_ca_system_score_gemma":0.00002391446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681338,"about_ca_topic_score_gemma":0.001589653,"domain_scores_codex":[0.9989251,0.00001797222,0.0004220046,0.0001261485,0.0002390484,0.0002697467],"domain_scores_gemma":[0.9994082,0.00002859616,0.0001350519,0.000304636,0.00005382872,0.00006966861],"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":[0.000005860528,0.00001999086,0.000002886768,0.000599622,0.00007427915,0.00001842007,0.00007265615,0.002777836,0.000002897876,0.000005846926,0.9954842,0.0009354491],"study_design_scores_gemma":[0.0002309553,0.00003456352,0.000005133908,0.0001964997,0.00003278785,0.00003822926,0.00005217737,0.0005795448,0.00007302984,0.000001012933,0.998448,0.0003081272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004621323,0.0006505926,0.00000125472,0.00001126248,0.000370357,0.0002604712,0.00009768512,0.0003582225,0.997788],"genre_scores_gemma":[0.001121153,0.0004073449,0.0007077766,0.00006126787,0.0001702214,0.00001710664,0.0002104739,0.000161003,0.9971436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1894453,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007501521461161376,"score_gpt":0.1868096041642253,"score_spread":0.1793080827030639,"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."}}