{"id":"W6948128961","doi":"10.48448/j7we-hd78","title":"Voice Query Auto Completion","year":2021,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"Toxoplasma gondii Research Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Prefix; Substring; Mean reciprocal rank; Task (project management); Reciprocal; Rank (graph theory); Query expansion","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":[0.003048861,0.002157143,0.002390275,0.00220466,0.000886842,0.001986727,0.002581411,0.00181934,0.009292248],"category_scores_gemma":[0.01257119,0.0005302176,0.001408995,0.001519186,0.0008866911,0.002627574,0.002061068,0.001797851,0.007047914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006357009,"about_ca_system_score_gemma":0.002359943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134373,"about_ca_topic_score_gemma":0.01052642,"domain_scores_codex":[0.9967394,0.0007108434,0.0002031547,0.000917871,0.001055577,0.0003729969],"domain_scores_gemma":[0.9908227,0.004049464,0.00043837,0.0018278,0.002486789,0.0003749531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002120386,0.0006842637,0.006896216,0.000829063,0.000271797,0.0008528124,0.000568611,0.08985154,0.0474108,0.007065042,0.06253009,0.7809193],"study_design_scores_gemma":[0.00007086311,0.0003588921,0.002000518,0.00003152792,0.00007070947,0.0005547153,0.0002646475,0.9525733,0.02248495,0.006213095,0.01529808,0.00007860936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05471306,0.002295441,0.9060964,0.0007899928,0.0004960206,0.0007538865,0.003551509,0.02576477,0.005538824],"genre_scores_gemma":[0.542888,0.0008892618,0.4205877,0.0006274533,0.0005968713,0.0004840325,0.01534804,0.00137595,0.01720273],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0134373,"threshold_uncertainty_score":0.03108567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215182327592843,"score_gpt":0.3167910711404764,"score_spread":0.284639247864548,"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."}}