{"id":"W2169128520","doi":"10.5539/cis.v2n4p47","title":"An Investigation into Methods and Concepts of Qualitative Research in Information System Research","year":2009,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Computer science; Relevance (law); Variety (cybernetics); Management science; Information system; Action (physics); Action research; Grounded theory; Data science; Knowledge management; Participant observation; Sociology; Artificial intelligence; Social science","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.04254309,0.00006430185,0.0001302281,0.001350522,0.00111741,0.0006179027,0.0002621466,0.00006130327,0.000003375094],"category_scores_gemma":[0.0003301078,0.00005996128,0.000009587873,0.002377704,0.001525435,0.0262441,0.00006745828,0.0001608216,0.000008616917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175135,"about_ca_system_score_gemma":0.0003804849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247274,"about_ca_topic_score_gemma":0.00002448325,"domain_scores_codex":[0.99597,0.001729779,0.0007178417,0.0001095506,0.001162815,0.0003100188],"domain_scores_gemma":[0.9972481,0.0003902689,0.000212034,0.0001455653,0.001854812,0.0001492034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007390187,0.00000199757,0.0001527186,0.00003868641,4.362394e-7,1.55072e-8,0.4945781,0.00001725128,0.00007368775,0.4126004,0.00004239881,0.09248687],"study_design_scores_gemma":[0.0005913873,0.0004626795,0.02210098,0.0001655437,0.000001269582,0.000002591759,0.9162961,0.0379999,0.0009866351,0.01471903,0.006518552,0.0001552845],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872981,0.00002608929,0.09409637,0.001044948,0.0003555022,0.001003789,0.00000633529,0.00005201996,0.01611685],"genre_scores_gemma":[0.9798093,0.00002611441,0.01993284,0.0001623782,0.00003880759,0.00001353278,0.00001269339,8.803782e-7,0.000003482532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.421718,"threshold_uncertainty_score":0.9873753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2751473811661483,"score_gpt":0.6315229213274803,"score_spread":0.356375540161332,"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."}}