{"id":"W2922136716","doi":"10.22459/isf.06.2005.04","title":"Qualitative research in information systems","year":2005,"lang":"en","type":"book-chapter","venue":"ANU Press eBooks","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Computer science; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005211542,0.0001480932,0.0002386404,0.0004059073,0.0003475085,0.0003525706,0.0002551562,0.0003064705,0.00007789062],"category_scores_gemma":[0.00005568578,0.0001529913,0.00005403653,0.00002213576,0.0002588903,0.0008889406,0.00006429361,0.0003818773,0.0002602571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041212,"about_ca_system_score_gemma":0.0002372401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02390039,"about_ca_topic_score_gemma":0.001278972,"domain_scores_codex":[0.9971412,0.0004957811,0.0007941331,0.0001266329,0.001080658,0.0003615692],"domain_scores_gemma":[0.998449,0.000323338,0.0003802924,0.0002063337,0.0005647379,0.0000763104],"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":[0.00001040913,0.000001047544,1.341601e-7,0.00005428711,0.000009297714,4.097739e-7,0.3059119,0.000003948891,1.532004e-7,0.6827597,0.00294675,0.0083019],"study_design_scores_gemma":[0.0001995536,0.00002562152,4.932165e-7,0.0002041483,0.000004031027,4.857903e-7,0.05456574,0.00001341659,0.000004043889,0.02433439,0.9204889,0.0001591646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006246572,0.0001281837,0.00009065105,0.00003941096,0.0004305837,0.001196467,0.00008151279,0.00004785806,0.9979228],"genre_scores_gemma":[0.02057822,0.0001159441,0.00003419187,0.00008074879,0.0005925173,0.0001573888,0.0001253453,0.00001617849,0.9782994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9175422,"threshold_uncertainty_score":0.9825996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2884103985489552,"score_gpt":0.5100146725101127,"score_spread":0.2216042739611574,"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."}}