{"id":"W7054934376","doi":"","title":"ARCHIVEIT-2402-WEEKLY-YVUDHO-20120920161542-00000-crawling105.us.archive.org-6683.warc.gz","year":2012,"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":"Politics; Field (mathematics); Natural (archaeology); Work (physics)","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":[0.000218208,0.0006755835,0.0006643077,0.0002023025,0.0001114891,0.00006939447,0.0006682136,0.0004991062,0.3294126],"category_scores_gemma":[0.00003795861,0.0006849198,0.0002880487,0.00002024506,0.0002056453,8.791753e-7,0.0001308978,0.000623542,0.06635173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007481061,"about_ca_system_score_gemma":0.00003974283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751855,"about_ca_topic_score_gemma":0.0004246691,"domain_scores_codex":[0.9975112,0.00007125072,0.0008941185,0.0002947911,0.0005004707,0.0007281326],"domain_scores_gemma":[0.9982408,0.0001399599,0.0003898267,0.0007972766,0.00007395911,0.0003582287],"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":[0.0000247705,0.00006733715,0.000007070418,0.0008174828,0.0001259944,0.00000809644,0.00019442,0.0006688342,0.00001994223,0.000111878,0.9962047,0.001749485],"study_design_scores_gemma":[0.0005291728,0.00005795486,0.00004070223,0.0002950062,0.0001178658,0.00006609553,0.00004379834,0.0002187093,0.00007028568,0.00004189344,0.9977911,0.0007274229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006416588,0.0005964387,0.00004628465,0.00007754752,0.0005185929,0.0007784291,0.0007866255,0.001024981,0.9961069],"genre_scores_gemma":[0.001547221,0.0009138282,0.003222553,0.0001854296,0.000676178,0.0001058527,0.0007916081,0.0004119749,0.9921454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2630608,"threshold_uncertainty_score":0.9995602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00608122365633801,"score_gpt":0.1741275746580031,"score_spread":0.1680463510016651,"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."}}