{"id":"W4206835425","doi":"10.18438/b87w5s","title":"Research Methods: Design, Methods, Case Study…oh my!","year":2011,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Data science","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":[],"category_scores_codex":[0.08190557,0.0008411122,0.0009267896,0.002767707,0.002462293,0.003610767,0.002590293,0.003090372,0.02565041],"category_scores_gemma":[0.1299281,0.0009096941,0.0008040741,0.002696198,0.003104941,0.005310361,0.00226779,0.00294674,0.01011052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002941088,"about_ca_system_score_gemma":0.008294293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008580986,"about_ca_topic_score_gemma":0.00148093,"domain_scores_codex":[0.9464424,0.0392494,0.004316338,0.001840352,0.007472822,0.0006786918],"domain_scores_gemma":[0.9249488,0.0442336,0.005446351,0.005517235,0.01677329,0.003080914],"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":[0.002672014,0.001704902,0.004637684,0.08557563,0.0003329935,0.001034389,0.03179507,0.0008144696,0.01180922,0.04657671,0.2488046,0.5642423],"study_design_scores_gemma":[0.002020158,0.003158823,0.005293881,0.05171528,0.0005022994,0.002305506,0.02837944,0.001168672,0.01423523,0.02792036,0.862954,0.0003463627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03662141,0.05293095,0.4881889,0.09524376,0.01888688,0.2284759,0.006777959,0.001388799,0.07148557],"genre_scores_gemma":[0.08911827,0.02572004,0.6260957,0.02646345,0.002243021,0.1988002,0.0008993471,0.000468706,0.03019126],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9180944,"threshold_uncertainty_score":0.4331632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5407220628106431,"score_gpt":0.6350568539391253,"score_spread":0.0943347911284822,"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."}}