{"id":"W2918955152","doi":"10.18429/jacow-ipac2017-mopik056","title":"On the Ariel Pre-Separator","year":2017,"lang":"en","type":"article","venue":"JACOW","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00004418723,0.00005490808,0.00005211139,0.00001606155,0.0001098509,0.00004141168,0.0002509847,0.00006401609,0.0001070174],"category_scores_gemma":[0.00007007476,0.00003668012,0.00002077799,0.00001484818,0.00003709242,0.00002873967,0.00001917982,0.0001174977,0.0003358889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001027698,"about_ca_system_score_gemma":0.000003490126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006415637,"about_ca_topic_score_gemma":0.00001072269,"domain_scores_codex":[0.9997513,0.000003610811,0.00003717915,0.00005902306,0.00004334098,0.0001055254],"domain_scores_gemma":[0.9994256,0.00003574401,0.00001209436,0.0005048583,0.000004881609,0.00001680207],"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":[0.00002820006,0.00004435821,0.002809504,0.00002482548,0.0001299766,0.00004635742,0.0003835968,0.0005869506,0.05039784,0.3299403,0.591051,0.02455708],"study_design_scores_gemma":[0.000885656,0.0001911824,0.05501331,0.00005536738,0.00003065746,0.00001617,0.00006978131,0.06114494,0.2144173,0.04819619,0.6193604,0.0006189937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8361571,0.0001078234,0.002852907,0.002746511,0.0007613949,0.0001765465,0.000002920392,0.0006376802,0.1565571],"genre_scores_gemma":[0.9982426,0.000008389297,0.00008150891,0.0001157635,0.00005192418,0.00001858118,2.215145e-7,0.00001121429,0.001469775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2817442,"threshold_uncertainty_score":0.4317284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251785699605822,"score_gpt":0.2255432887542713,"score_spread":0.2130254317582131,"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."}}