{"id":"W7045537393","doi":"","title":"ARCHIVEIT-279-WEEKLY-MSURWI-20120731140727-00000-crawling114.us.archive.org-6681.warc.gz","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Work (physics); Identification (biology); Product (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001061387,0.002663674,0.001352221,0.008483727,0.002057856,0.005564656,0.002227024,0.001533572,0.7457861],"category_scores_gemma":[0.007969802,0.001764648,0.0009544129,0.01128915,0.0006410296,0.003938079,0.004029838,0.001343932,0.8766289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251781,"about_ca_system_score_gemma":0.002038556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04926525,"about_ca_topic_score_gemma":0.05862961,"domain_scores_codex":[0.9990183,0.00008196832,0.00006631024,0.0002150867,0.0004564315,0.0001617646],"domain_scores_gemma":[0.9939898,0.0006518231,0.0002484767,0.002070121,0.002175534,0.0008642502],"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":[0.00002259745,0.00001025924,0.0001571518,0.00008593232,0.000004068874,0.000007626571,0.00003710358,0.00002762528,0.0001339831,0.0002876392,0.9880683,0.01115768],"study_design_scores_gemma":[0.00002671664,0.000006802255,0.001445755,0.0000566989,0.000004841135,0.00002725278,0.00003981383,0.0001790476,0.0008982438,0.0003110325,0.9969853,0.00001848643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0006412153,0.0002301653,0.002553842,0.0004362838,0.0001987837,0.0001703374,0.6670167,0.1268109,0.2019418],"genre_scores_gemma":[0.003145717,0.0004067864,0.00379608,0.0003161429,0.0001153575,0.0002213636,0.6543502,0.07611964,0.2615287],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2542139,"threshold_uncertainty_score":0.3626053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006422577698323332,"score_gpt":0.1996699383750128,"score_spread":0.1932473606766895,"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."}}