{"id":"W4245556691","doi":"10.18438/b8qs53","title":"Research Methods: Mixed Methods Research","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Library science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1047996,0.0001390616,0.0002134877,0.001155902,0.002514584,0.000218502,0.0005926367,0.000210593,0.003593613],"category_scores_gemma":[0.1528387,0.00009484023,0.00003005422,0.002721291,0.0004548322,0.2170698,0.0006056399,0.001400904,0.002349926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282523,"about_ca_system_score_gemma":0.003168266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006264044,"about_ca_topic_score_gemma":2.853126e-7,"domain_scores_codex":[0.932755,0.06291867,0.001413506,0.0003567337,0.001342036,0.001214038],"domain_scores_gemma":[0.7650437,0.2322368,0.0005029134,0.0006510703,0.001029688,0.0005357908],"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":[0.0004871366,0.00002038336,0.00069407,0.0004574269,0.000009033803,0.000001772903,0.004167834,0.000001258204,0.001854004,0.413948,0.1619068,0.4164523],"study_design_scores_gemma":[0.0005239444,0.0001860221,0.006592572,0.0006485404,0.000004568238,0.000003705942,0.01219315,0.0002566868,0.004006348,0.002066069,0.9733957,0.0001226924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001846388,0.0002274479,0.193996,0.7660034,0.0006334259,0.001616678,0.00002933505,0.0002006746,0.03544671],"genre_scores_gemma":[0.01532601,0.003098007,0.7219727,0.254495,0.0004221889,0.0009833734,0.000009756524,0.00002700644,0.003665986],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8114889,"threshold_uncertainty_score":0.998784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7621600414682114,"score_gpt":0.7709403821274776,"score_spread":0.00878034065926625,"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."}}