{"id":"W1578453388","doi":"10.18438/b8sp8t","title":"Matching Question Types to Study Designs","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Matching (statistics); Information retrieval; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2640329,0.00255593,0.007456732,0.008798296,0.003190779,0.006669146,0.005380744,0.007255046,0.07846615],"category_scores_gemma":[0.7861138,0.002602978,0.01251534,0.01231324,0.00277318,0.007437393,0.007425072,0.004428694,0.01788601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008685554,"about_ca_system_score_gemma":0.009600176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313677,"about_ca_topic_score_gemma":0.003348155,"domain_scores_codex":[0.4841553,0.3337978,0.1224562,0.01628724,0.03890292,0.004400495],"domain_scores_gemma":[0.3795913,0.4526468,0.04338093,0.06848476,0.05296146,0.002934747],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.04803516,0.002332339,0.02996842,0.2735325,0.04580595,0.0004393868,0.004697554,0.002416747,0.003114883,0.03887465,0.111058,0.4397245],"study_design_scores_gemma":[0.05539149,0.009597892,0.08109,0.1888078,0.08672822,0.0008271147,0.003571927,0.006537343,0.01063114,0.1927187,0.3628555,0.001242975],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04786769,0.04983627,0.3893556,0.02071445,0.03890471,0.3209263,0.07345411,0.002024871,0.05691596],"genre_scores_gemma":[0.2616256,0.00859971,0.1049332,0.01664474,0.002879356,0.5764797,0.01324299,0.001397834,0.01419698],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7359672,"threshold_uncertainty_score":0.9075785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424248937980291,"score_gpt":0.3167907835684106,"score_spread":0.2925482941886077,"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."}}