{"id":"W7054611294","doi":"","title":"ARCHIVEIT-2402-WEEKLY-YWKYYB-20120830161512-00000-crawling212.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":[0.000216965,0.0006787239,0.0006552121,0.0002076646,0.0001134189,0.00007025079,0.0006673944,0.0004977387,0.3145089],"category_scores_gemma":[0.0000386172,0.0006949433,0.0002915523,0.00002174174,0.000203389,8.547249e-7,0.0001312758,0.0006399941,0.05847701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007338229,"about_ca_system_score_gemma":0.00003812108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925103,"about_ca_topic_score_gemma":0.000461278,"domain_scores_codex":[0.9974948,0.0000717132,0.0009014271,0.0002968287,0.0005061938,0.0007291007],"domain_scores_gemma":[0.9982514,0.0001386751,0.0003819873,0.000792582,0.00007864004,0.0003567086],"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":[0.00002475882,0.00006800843,0.00000866508,0.0008611844,0.0001200777,0.000007021863,0.0002165608,0.0006493042,0.00001979185,0.0001161773,0.9960556,0.001852852],"study_design_scores_gemma":[0.0005132596,0.0000596347,0.00004961499,0.0002890597,0.0001193395,0.00005483245,0.00005074009,0.0001845117,0.00007763643,0.00004455665,0.9978272,0.0007295961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006050543,0.0005773641,0.0000497383,0.00007324667,0.0004302625,0.0007845734,0.0006385001,0.001036329,0.9963495],"genre_scores_gemma":[0.001794533,0.0007845412,0.003061932,0.0001914316,0.0006631489,0.0001076202,0.0008615247,0.0004106651,0.9921246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2560319,"threshold_uncertainty_score":0.9995502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006190793795490204,"score_gpt":0.1742643536152275,"score_spread":0.1680735598197373,"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."}}