{"id":"W2464868641","doi":"10.1145/2911451.2917767","title":"SIGIR 2016 Workshop WebQA II","year":2016,"lang":"en","type":"article","venue":"","topic":"Topic Modeling","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","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":[0.02270355,0.002815306,0.003411219,0.003642159,0.002893111,0.009908013,0.00384388,0.004882492,0.07073151],"category_scores_gemma":[0.02116725,0.001258231,0.002596371,0.002875841,0.001929247,0.01124067,0.005799576,0.006515239,0.09290592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003697937,"about_ca_system_score_gemma":0.0069202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219169,"about_ca_topic_score_gemma":0.01071862,"domain_scores_codex":[0.9875991,0.005118988,0.0009246043,0.00198754,0.003578372,0.0007913429],"domain_scores_gemma":[0.9869421,0.002908586,0.0002834841,0.002249779,0.00571153,0.001904385],"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":[0.0003453182,0.0002488029,0.000336846,0.000494897,0.00008504838,0.0001585539,0.000383421,0.0009487764,0.003320644,0.006289656,0.8029591,0.184429],"study_design_scores_gemma":[0.0001217328,0.000155934,0.0008037812,0.0003839545,0.00005122578,0.0002391864,0.0005882541,0.007729067,0.002971108,0.01978619,0.9671107,0.00005896973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02081433,0.1220605,0.3750665,0.1072722,0.1090522,0.003449298,0.01724321,0.03520437,0.2098375],"genre_scores_gemma":[0.07983667,0.03579068,0.1771132,0.02440629,0.02522149,0.002516964,0.07868873,0.01117761,0.5652484],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07073151,"threshold_uncertainty_score":0.2366205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454648631855706,"score_gpt":0.2432723093354103,"score_spread":0.2187258230168532,"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."}}