{"id":"W2890928007","doi":"","title":"Set-Theoretic Methods: Qualitative Comparative Analysis (QCA) for IS Research.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Qualitative comparative analysis; Computer science; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0534714,0.002030325,0.002001721,0.008894923,0.002934786,0.007163637,0.00386289,0.002821731,0.02219472],"category_scores_gemma":[0.07638763,0.0009402359,0.002356516,0.01170289,0.01689539,0.008081004,0.007476057,0.004910345,0.002434707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008331703,"about_ca_system_score_gemma":0.009532713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003945902,"about_ca_topic_score_gemma":0.005505054,"domain_scores_codex":[0.9497628,0.04263041,0.001386724,0.002020436,0.003877704,0.000321941],"domain_scores_gemma":[0.9041408,0.08183146,0.002829636,0.006822268,0.003494707,0.0008810817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003244472,0.00004968412,0.000442314,0.001682373,0.000116495,0.00007491832,0.002415929,0.00157919,0.0001642846,0.9120131,0.00975635,0.07167289],"study_design_scores_gemma":[0.00002620333,0.00003087578,0.0005160874,0.001062799,0.00003088705,0.00008753873,0.00149281,0.004375026,0.0001551032,0.9308761,0.0613137,0.00003282321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001963388,0.02728673,0.8792729,0.01220206,0.001256914,0.00165958,0.001107775,0.0005170822,0.07473348],"genre_scores_gemma":[0.06069282,0.01204713,0.9109597,0.002424165,0.000565358,0.008468716,0.0007338575,0.0002479042,0.003860272],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0534714,"threshold_uncertainty_score":0.2827872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3898141132083618,"score_gpt":0.6359336704148447,"score_spread":0.2461195572064829,"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."}}