{"id":"W1540068248","doi":"10.18438/b8801m","title":"Research Methods: Mixed Methods Research","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Data science; Library science; Information retrieval","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":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.0798314,0.0001459952,0.0002239318,0.001181728,0.00292308,0.0004986788,0.0006103846,0.0002219889,0.007512548],"category_scores_gemma":[0.106965,0.000124663,0.00002948818,0.003282648,0.0003777262,0.2685814,0.000625828,0.002375487,0.005209576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009832205,"about_ca_system_score_gemma":0.002701135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003509802,"about_ca_topic_score_gemma":2.770331e-7,"domain_scores_codex":[0.938437,0.05732258,0.001427209,0.0003255344,0.001283071,0.001204562],"domain_scores_gemma":[0.8081872,0.188218,0.0005737448,0.0007318995,0.001601008,0.000688185],"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":[0.000202984,0.00003044758,0.0007206532,0.0008405076,0.00001136235,0.000001171062,0.008897609,0.000009003716,0.0008433806,0.3029367,0.4172121,0.2682941],"study_design_scores_gemma":[0.000330453,0.0001637343,0.01269268,0.0003075519,0.00000425083,0.000003268932,0.03286717,0.002695442,0.001444595,0.002271318,0.947093,0.0001265495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004736599,0.0003587178,0.08840211,0.8268578,0.0007639811,0.003810582,0.00001607337,0.0002702761,0.07478382],"genre_scores_gemma":[0.01049179,0.00123891,0.705795,0.278364,0.000279728,0.001760111,0.00001846589,0.00002055103,0.002031442],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6173929,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7435336823948482,"score_gpt":0.7642169681591606,"score_spread":0.02068328576431244,"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."}}