{"id":"W2891748698","doi":"10.18429/jacow-ipac2018-moxgb2","title":"ARIEL at TRIUMF: Science and Technology","year":2018,"lang":"en","type":"article","venue":"JACOW","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":4,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002445306,0.0009444418,0.0008183378,0.003173802,0.002763265,0.008723437,0.001553214,0.00249267,0.2479977],"category_scores_gemma":[0.00467226,0.0004060731,0.0006964407,0.003303647,0.0006361333,0.007289302,0.003719209,0.002734702,0.1850631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002728711,"about_ca_system_score_gemma":0.002579113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506526,"about_ca_topic_score_gemma":0.004230469,"domain_scores_codex":[0.9980387,0.0002357259,0.00005285021,0.0003575211,0.001000656,0.0003145847],"domain_scores_gemma":[0.997443,0.0004150013,0.00009232407,0.0004581122,0.0007999379,0.0007916829],"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":[0.00007736243,0.00003017348,0.0002075913,0.0001414918,0.00000835715,0.00007394855,0.0001269724,0.0001459181,0.001361018,0.05133977,0.7779408,0.1685467],"study_design_scores_gemma":[0.000005535541,0.00001174928,0.0001228508,0.00003486362,0.000002076335,0.00005206439,0.00003480383,0.000248337,0.000539389,0.004938849,0.9940006,0.000008861203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004779577,0.02164159,0.03552864,0.04088126,0.009327014,0.0001609983,0.007238492,0.02144009,0.8590024],"genre_scores_gemma":[0.02724014,0.01359409,0.03146539,0.004149536,0.003240357,0.0002221111,0.01027329,0.006094266,0.9037209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2479977,"threshold_uncertainty_score":0.8296348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00914818235070974,"score_gpt":0.2161065165635528,"score_spread":0.206958334212843,"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."}}