{"id":"W2340208440","doi":"10.2172/1068121","title":"Proceedings of RIKEN BNL Research Center Workshop, Volume 113: Thermal Radiation Workshop","year":2012,"lang":"en","type":"report","venue":"","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nuclear physics; Photon; Center (category theory); Physics; Research center; Engineering physics; Library science; Engineering; Aerospace engineering; Computer science; Political science; Optics; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003673901,0.001216204,0.001210265,0.001459283,0.001770294,0.003782509,0.001621747,0.001838085,0.1557869],"category_scores_gemma":[0.001601966,0.0005388401,0.0008053116,0.001426193,0.0006112657,0.002098007,0.002303007,0.001667155,0.09292684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003163578,"about_ca_system_score_gemma":0.00473232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055497,"about_ca_topic_score_gemma":0.02353423,"domain_scores_codex":[0.9985868,0.0002345259,0.00004365036,0.0002100243,0.0007013496,0.0002236803],"domain_scores_gemma":[0.9983595,0.0001651582,0.00006382653,0.000194473,0.0007569729,0.0004601199],"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":[0.0005718648,0.0001294088,0.0003664006,0.0003715702,0.00002451271,0.0001074105,0.0001659403,0.0007854564,0.009068093,0.004015368,0.8943484,0.09004557],"study_design_scores_gemma":[0.00003957662,0.00006632433,0.001487006,0.0001124363,0.00002365575,0.00009210312,0.0001760397,0.0004265736,0.006326854,0.001387165,0.9898409,0.00002135424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02441561,0.049179,0.02868496,0.03116626,0.02815706,0.000736241,0.01638337,0.004714425,0.8165631],"genre_scores_gemma":[0.01874582,0.01078708,0.008772398,0.0008111548,0.001770135,0.0001720588,0.00781695,0.002028702,0.9490958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1557869,"threshold_uncertainty_score":0.5211592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08686869269065935,"score_gpt":0.3250381097158297,"score_spread":0.2381694170251704,"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."}}