{"id":"W2402085297","doi":"10.18438/b8zk7z","title":"A New Path: Research Methods","year":2011,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Path (computing); Information retrieval; Data science; Library science; Programming language","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":[0.4164423,0.002001169,0.003653809,0.00747118,0.003883,0.01229882,0.007540668,0.006605495,0.0485824],"category_scores_gemma":[0.5045179,0.001384262,0.003005787,0.007015877,0.01377004,0.02124339,0.01022598,0.01227954,0.0137003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009266555,"about_ca_system_score_gemma":0.02619371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839319,"about_ca_topic_score_gemma":0.005178457,"domain_scores_codex":[0.531502,0.4055266,0.02443928,0.007336696,0.02957911,0.001616282],"domain_scores_gemma":[0.4154895,0.3873999,0.01386729,0.08707176,0.08948237,0.006689203],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001503987,0.0005298348,0.002553312,0.04188635,0.00117883,0.0001419036,0.001534891,0.000350783,0.0007334599,0.2511195,0.2285969,0.4698703],"study_design_scores_gemma":[0.0009364681,0.0010512,0.003163258,0.09349385,0.001523076,0.0003406933,0.005319127,0.001514915,0.001895201,0.3365028,0.5539754,0.0002840323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002100087,0.1308871,0.2340618,0.4488689,0.1284202,0.01456707,0.00353095,0.0005445999,0.03701924],"genre_scores_gemma":[0.05841053,0.0927638,0.4335482,0.2487961,0.03883443,0.0823757,0.002292996,0.000859528,0.04211863],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5835577,"threshold_uncertainty_score":0.7196306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7539354322885159,"score_gpt":0.7067199243369088,"score_spread":0.04721550795160712,"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."}}