{"id":"W4398254499","doi":"10.1177/01492063241252071","title":"<i>Journal of Management</i> Is Pushing the Frontiers of Qualitative Research","year":2024,"lang":"en","type":"article","venue":"Journal of Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Qualitative research; Process management; Sociology; Knowledge management; Engineering ethics; Management; Business; Management science; Political science; Public relations; Engineering; Social science; Computer science; Economics","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3427893,0.001528974,0.005238601,0.01052372,0.02122441,0.05622862,0.008450988,0.03746137,0.01768344],"category_scores_gemma":[0.4643953,0.002134359,0.002461768,0.01563056,0.06929276,0.04107683,0.0260264,0.04080949,0.01072546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01573366,"about_ca_system_score_gemma":0.09046935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009270408,"about_ca_topic_score_gemma":0.01299058,"domain_scores_codex":[0.6810715,0.1730854,0.0333981,0.01325254,0.0895028,0.009689647],"domain_scores_gemma":[0.1330269,0.644706,0.03676613,0.03988776,0.1013955,0.04421782],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001259184,0.000140957,0.002389465,0.007761628,0.00007818624,0.0003163603,0.01443453,0.0001539786,0.001706645,0.1274358,0.7553353,0.09012122],"study_design_scores_gemma":[0.00005342166,0.000105362,0.001380246,0.007586719,0.00003533469,0.0004518137,0.01674502,0.0002872746,0.0003091633,0.05958794,0.9132979,0.0001598047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006332241,0.009418942,0.003475228,0.9265743,0.05503618,0.0001060313,0.00008214332,0.00009884639,0.004575092],"genre_scores_gemma":[0.0237485,0.02784467,0.02756956,0.8166888,0.09159391,0.001162169,0.0003104808,0.0005948155,0.01048702],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6572107,"threshold_uncertainty_score":0.8104578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07902728134895576,"score_gpt":0.3703469577447314,"score_spread":0.2913196763957756,"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."}}