{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005561305,0.00006749773,0.00005265985,0.0001434381,0.0001384184,0.0002306171,0.0002993076,0.00003220224,0.00004692253],"category_scores_gemma":[0.0004668741,0.0000476391,0.000009305119,0.0002976706,0.00001347663,0.1782234,0.0001275317,0.00006964503,0.0001496098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009380467,"about_ca_system_score_gemma":0.0001175463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002404995,"about_ca_topic_score_gemma":1.553985e-8,"domain_scores_codex":[0.9992681,0.0001738358,0.0001860392,0.0001245512,0.0001551742,0.00009226034],"domain_scores_gemma":[0.9983856,0.001157874,0.0001177753,0.0002356728,0.0000409207,0.00006212155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003143722,0.00006987291,0.001465498,0.000006467337,0.000006887051,0.000001435423,0.0003536671,0.00003111168,0.0001435619,0.9203995,0.0003927702,0.0770978],"study_design_scores_gemma":[0.001846098,0.003333929,0.3436701,0.00159025,0.00008191724,0.0001262596,0.005287712,0.003083391,0.03802566,0.06340365,0.5382794,0.001271594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02605522,0.00005868939,0.7388729,0.2337245,0.000144343,0.0002505046,8.300079e-7,0.0002215492,0.0006714747],"genre_scores_gemma":[0.8586675,0.000070358,0.1182321,0.02286142,0.00002357299,0.0000470527,0.000001075017,0.000002147064,0.00009477943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8569958,"threshold_uncertainty_score":0.8332704,"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."}}