{"id":"W7062764015","doi":"","title":"University of Alberta Libraries URLs","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0009240602,0.001776353,0.001556326,0.007873637,0.003998878,0.007533374,0.002120435,0.001744715,0.9042143],"category_scores_gemma":[0.003914511,0.0008419093,0.0008929291,0.009802571,0.000949916,0.001920559,0.002146473,0.001464831,0.8423253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008092004,"about_ca_system_score_gemma":0.01155391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2907814,"about_ca_topic_score_gemma":0.4378059,"domain_scores_codex":[0.9986752,0.00006657102,0.000037982,0.0001728184,0.0008350005,0.0002124529],"domain_scores_gemma":[0.9963798,0.000374734,0.0001066952,0.0003990478,0.001857455,0.0008823474],"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":[0.00002398729,0.0000216561,0.0001135489,0.0000938433,0.000002664644,0.00002752888,0.00005095554,0.000098188,0.0001035595,0.00240874,0.970865,0.02619048],"study_design_scores_gemma":[0.00001103999,0.000004920622,0.0005417116,0.00008269239,0.000003651396,0.00002008222,0.00008586004,0.00008387885,0.0001941712,0.001271327,0.9976872,0.00001341748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003557357,0.0006381723,0.0005014851,0.0007330668,0.0006815144,0.00005595753,0.05325801,0.004125478,0.9396505],"genre_scores_gemma":[0.001049445,0.0004263165,0.0005507263,0.0001241095,0.00006344049,0.00001908105,0.0135107,0.001353769,0.9829024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2907814,"threshold_uncertainty_score":0.5781777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009014800403296719,"score_gpt":0.1969188899573155,"score_spread":0.1879040895540187,"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."}}