{"id":"W7056219747","doi":"","title":"EOTR1 presents:HALOES","year":2014,"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":"Sound (geography); Tape recorder; Space (punctuation); Living space; Enthusiasm; Loudspeaker","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":[0.00007969379,0.0002672531,0.0002942439,0.00006085694,0.00003081989,0.00003779039,0.0002908946,0.0002979503,0.3042098],"category_scores_gemma":[0.0000233186,0.0002649554,0.000104134,0.000006270756,0.00006103346,9.634024e-8,0.00003671588,0.0001850931,0.03436669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000253724,"about_ca_system_score_gemma":0.000008044828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009137185,"about_ca_topic_score_gemma":0.0002670099,"domain_scores_codex":[0.9989941,0.00002239373,0.0004002211,0.0001215473,0.0002369102,0.0002248806],"domain_scores_gemma":[0.9992538,0.00005364673,0.0001536192,0.0003920078,0.00004899168,0.00009790188],"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":[0.000003988758,0.00001282446,5.216768e-7,0.0004402241,0.00005078911,0.000001267001,0.00002675189,0.001428429,9.343827e-7,0.000060666,0.9971661,0.0008074885],"study_design_scores_gemma":[0.0002236845,0.00002137177,0.000002996053,0.0001212291,0.00003388295,0.000009867132,0.00001132364,0.0002956854,0.00003014207,0.00001399226,0.9989625,0.0002733091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007506958,0.0002112833,0.0000110623,0.00005782372,0.0002200629,0.0003305771,0.0001397635,0.0006155208,0.9984064],"genre_scores_gemma":[0.0006228295,0.0002463137,0.0008068267,0.00008878067,0.0002163922,0.00003841843,0.0002020494,0.0001745575,0.9976038],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2698431,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004776956929303441,"score_gpt":0.1688049076177535,"score_spread":0.1640279506884501,"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."}}