{"id":"W2171886215","doi":"","title":"Concordia University at the TREC 2007 QA Track.","year":2006,"lang":"en","type":"article","venue":"","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Track (disk drive); Database; Information retrieval; World Wide Web; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.01112377,0.001424063,0.001715081,0.005517777,0.002320319,0.003728573,0.002068063,0.001666958,0.08859458],"category_scores_gemma":[0.01445616,0.0007902243,0.0007456946,0.003665103,0.0006085311,0.003568304,0.002541721,0.001870639,0.06803056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005635473,"about_ca_system_score_gemma":0.004674682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07284252,"about_ca_topic_score_gemma":0.08508572,"domain_scores_codex":[0.9931732,0.002574615,0.0003387538,0.001279129,0.002024015,0.0006104117],"domain_scores_gemma":[0.9895136,0.002046901,0.0002699876,0.002195742,0.005201035,0.0007726278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002419608,0.0002610928,0.001112604,0.0002711262,0.00003501953,0.00004796266,0.0002155618,0.0005185771,0.002789223,0.002784,0.9072598,0.08446319],"study_design_scores_gemma":[0.0002993426,0.000215483,0.008362379,0.0001713693,0.00004841985,0.0001172801,0.0003497563,0.01973839,0.01301464,0.003117038,0.9544638,0.0001020716],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04513434,0.005177487,0.07955366,0.007267068,0.00391414,0.005499676,0.3172315,0.1615883,0.3746338],"genre_scores_gemma":[0.08346786,0.001070997,0.1265595,0.00196247,0.0005797424,0.002297641,0.5374236,0.007117118,0.2395211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9271575,"threshold_uncertainty_score":0.2963784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036595753979525,"score_gpt":0.3494692493558453,"score_spread":0.2458096739578928,"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."}}