{"id":"W6980177716","doi":"","title":"Beampipe, Fwd, MDI Simulation","year":2010,"lang":"en","type":"other","venue":"International Linear Collider","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001946352,0.0004400796,0.0003428234,0.0007520359,0.0000496789,0.0001152672,0.0006926247,0.0007363721,0.04763499],"category_scores_gemma":[0.0004235788,0.0004535823,0.0002011158,0.0002464492,0.0001073669,0.0001211566,0.0001531826,0.000652899,0.03776141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182046,"about_ca_system_score_gemma":0.0001196693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003514258,"about_ca_topic_score_gemma":0.000950642,"domain_scores_codex":[0.9975512,0.00004981151,0.00043585,0.0005937176,0.001070281,0.0002991099],"domain_scores_gemma":[0.9983939,0.0001566749,0.0005045375,0.0005381141,0.0002775876,0.0001291886],"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":[0.00007472448,0.0001121284,0.001390885,0.00001936428,0.0004031115,0.00003600431,0.00003245812,0.009697611,0.0003823916,0.0008247446,0.9861284,0.0008982013],"study_design_scores_gemma":[0.0005421065,0.00001777605,0.0002271904,0.0001148497,0.00004476663,0.000009331186,0.000003389588,0.0414931,0.0001469027,0.0001280143,0.9568324,0.0004401465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001389957,0.0001173163,0.002090373,0.0002373866,0.004715096,0.0005895013,0.001814758,0.0008524436,0.9894441],"genre_scores_gemma":[0.006463859,0.0000110339,0.01024414,0.0002551383,0.004821178,0.00005698382,0.001667796,0.001860236,0.9746196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03179549,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840195672840093,"score_gpt":0.3257449309024186,"score_spread":0.3073429741740177,"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."}}