{"id":"W3111054108","doi":"10.46743/2160-3715/2001.2001","title":"The Multi-Site Study: An Innovative Research Methodology","year":2001,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Positivism; Qualitative research; Phenomenon; Reflection (computer programming); Process (computing); Epistemology; Sociology; Management science; Case study research; Knowledge management; Computer science; Engineering; Social 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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03357891,0.0001347866,0.0001780271,0.0001725418,0.001432063,0.0002712445,0.0003965065,0.00004774412,0.00009680835],"category_scores_gemma":[0.01193863,0.00007459378,0.00003113689,0.002324729,0.0004624651,0.000535899,0.0001674451,0.0005494223,0.000458352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003765475,"about_ca_system_score_gemma":0.00006696847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667849,"about_ca_topic_score_gemma":0.0005242001,"domain_scores_codex":[0.9956413,0.002602604,0.0004233346,0.0003437504,0.0006183373,0.0003706866],"domain_scores_gemma":[0.9938832,0.003364538,0.0003420768,0.0005086468,0.001889506,0.00001202702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006163176,0.00106341,0.2736926,0.00004710248,0.000453747,0.000685697,0.4568864,0.0001561653,0.0009601139,0.2507962,0.006603892,0.008038283],"study_design_scores_gemma":[0.0005005246,0.0001214847,0.1577135,0.00001353827,0.00002521197,0.00005457298,0.6681958,0.0002840163,0.00001894132,0.01392616,0.1589075,0.0002388586],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707429,0.00006844267,0.003647662,0.01468223,0.0002654383,0.0005784412,6.949126e-7,0.0001286291,0.00988559],"genre_scores_gemma":[0.9886033,0.000002760801,0.0006224962,0.000687892,0.0009009536,0.00004509626,0.00002713747,0.00003245195,0.009077936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368701,"threshold_uncertainty_score":0.9998679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.660908327519867,"score_gpt":0.5825045758873137,"score_spread":0.0784037516325532,"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."}}