{"id":"W2108576434","doi":"10.1177/1094428106292900","title":"Prospective Case Study Design","year":2007,"lang":"en","type":"article","venue":"Organizational Research Methods","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Matching (statistics); Test (biology); Research design; Set (abstract data type); Computer science; Post hoc; Test theory; Management science; Psychology; Sociology; Mathematics; Statistics; Social science; Economics; Psychometrics; Medicine","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1087378,0.0001244622,0.000231877,0.0008072857,0.002584115,0.0002470165,0.0005207112,0.00008603164,0.006137695],"category_scores_gemma":[0.04568901,0.0001163458,0.00004586391,0.007588284,0.001041534,0.0003118534,0.00022734,0.0006092915,0.0004828059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008177545,"about_ca_system_score_gemma":0.001241258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600657,"about_ca_topic_score_gemma":0.002373176,"domain_scores_codex":[0.9690692,0.02648202,0.00035914,0.000513478,0.002734017,0.0008421246],"domain_scores_gemma":[0.9734053,0.01917937,0.00006467792,0.000302855,0.006628121,0.0004197017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002412167,0.002404241,0.1216835,0.0000127973,0.0005190986,0.00363794,0.3545356,0.00008580916,0.008674102,0.4712117,0.0096403,0.02735364],"study_design_scores_gemma":[0.001129788,0.0009288221,0.04173857,0.00001271638,0.00003558622,0.00008916587,0.8023603,0.0004527654,0.01293166,0.1151477,0.02462704,0.0005458954],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03686883,0.0001116317,0.9018604,0.0005995473,0.00006387135,0.00168876,0.000002030198,0.00007121205,0.05873378],"genre_scores_gemma":[0.8211516,0.00001234912,0.1697129,0.0000267758,0.0002864351,0.00004985492,0.00000281902,0.00002607222,0.008731212],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7842827,"threshold_uncertainty_score":0.9987144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6267343918571314,"score_gpt":0.7266288616994395,"score_spread":0.0998944698423081,"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."}}