{"id":"W7054874708","doi":"","title":"ARCHIVEIT-2402-WEEKLY-OUSOVJ-20120531161506-00000-crawling201.us.archive.org-6681.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":[0.0002156916,0.0006815584,0.0006570473,0.0002074809,0.0001141689,0.00006983647,0.0006748175,0.0005075166,0.2881702],"category_scores_gemma":[0.00003913479,0.0006989222,0.0002953087,0.00002141027,0.0002067624,8.337324e-7,0.0001312157,0.0006350185,0.06107858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007353981,"about_ca_system_score_gemma":0.00003772612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0019328,"about_ca_topic_score_gemma":0.0004972577,"domain_scores_codex":[0.9974949,0.00007277007,0.0008979879,0.0002971798,0.0005019516,0.0007352637],"domain_scores_gemma":[0.9982447,0.0001411817,0.0003821958,0.0007961986,0.00007639676,0.0003593401],"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":[0.0000249433,0.00007130827,0.00001042066,0.0008549269,0.0001244808,0.000007310867,0.0002104852,0.0007537078,0.000018982,0.0001044589,0.995873,0.001945943],"study_design_scores_gemma":[0.000513247,0.0000591598,0.00004873177,0.000282478,0.0001204991,0.00006245314,0.0000438339,0.0002125378,0.00007563706,0.00003890658,0.9978088,0.0007336861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000623638,0.0006619223,0.00005528826,0.00007986496,0.000523011,0.0007945088,0.0007645995,0.001073393,0.995985],"genre_scores_gemma":[0.001700324,0.0008487838,0.00321033,0.0001995097,0.0006794337,0.0001031128,0.0009187597,0.000425155,0.9919146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2270916,"threshold_uncertainty_score":0.9995462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00619193886167404,"score_gpt":0.1751024082625773,"score_spread":0.1689104694009033,"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."}}