{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0593478,0.0001263756,0.0001737787,0.000414247,0.001762679,0.0006550268,0.0004113303,0.0001038529,0.0009711529],"category_scores_gemma":[0.02926096,0.0001120923,0.00004172498,0.00180933,0.0005688697,0.1390022,0.0001830006,0.000592682,0.00009995388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002912806,"about_ca_system_score_gemma":0.0007972372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192752,"about_ca_topic_score_gemma":0.00000138531,"domain_scores_codex":[0.9540268,0.04409138,0.0005243242,0.0002591837,0.0006650747,0.0004332869],"domain_scores_gemma":[0.9530948,0.04545044,0.0002687545,0.0003915248,0.0004401655,0.0003543479],"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":[0.000244148,0.0002282289,0.00008528356,0.00004776525,0.00003090775,0.00006056768,0.05846701,0.000004388663,0.00007122812,0.6260089,0.00140599,0.3133456],"study_design_scores_gemma":[0.000227708,0.000411749,0.0003532648,0.00006763819,0.00002898961,0.0000419732,0.3742701,0.0006580328,0.002179432,0.007232813,0.6143416,0.0001866795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009363207,0.000819221,0.9262106,0.02726276,0.00007936815,0.00180099,0.000004871097,0.0001545669,0.04273127],"genre_scores_gemma":[0.0130401,0.001591387,0.9799629,0.004527801,0.00007868779,0.0003855817,0.000002620965,0.00001022767,0.0004007115],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6187761,"threshold_uncertainty_score":0.9999421,"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."}}