{"id":"W7053458198","doi":"","title":"VHR Committee Meeting January 31, 2022 06 00 PM PST","year":2022,"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":"Schedule; Revenue; Quarter (Canadian coin); Event (particle physics); Order (exchange)","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":[0.0002140651,0.0003850396,0.0004067103,0.0001118567,0.0001297887,0.00005316507,0.0005007995,0.0002861531,0.448047],"category_scores_gemma":[0.00003126348,0.000430825,0.0001701772,0.0000207563,0.00007023745,2.743217e-7,0.0001352376,0.0005036158,0.01382478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134677,"about_ca_system_score_gemma":0.00002435096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410332,"about_ca_topic_score_gemma":0.0003290477,"domain_scores_codex":[0.9983465,0.00005108193,0.0006330013,0.000197469,0.0004272094,0.0003447315],"domain_scores_gemma":[0.9988982,0.0001157213,0.0002735253,0.0005415173,0.00004995702,0.0001210765],"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":[0.000007775733,0.00002647573,0.000002424414,0.0004257491,0.00008089209,0.000009814958,0.00009761292,0.004679054,0.000002428791,0.00003883703,0.9942307,0.0003982101],"study_design_scores_gemma":[0.0003245716,0.00003410566,0.000003213313,0.0000989021,0.00004910597,0.00003486841,0.0001403866,0.0004164725,0.00001555939,0.00001277651,0.9984305,0.000439548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002416742,0.0008720019,0.000002005994,0.0001417785,0.0002730527,0.0005546573,0.00046685,0.0007326259,0.9969329],"genre_scores_gemma":[0.0002149912,0.000494907,0.000943296,0.0002311827,0.0002229008,0.0001181899,0.0009472238,0.0002080685,0.9966192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4342222,"threshold_uncertainty_score":0.9998143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005271541397833143,"score_gpt":0.1709649460059763,"score_spread":0.1656934046081432,"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."}}