{"id":"W4403110062","doi":"10.1111/joms.13149","title":"Essays in Management and Organization Studies: Past, Present, and Future of a Generative Genre","year":2024,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Generative grammar; Organization studies; Sociology; Linguistics; Psychology; Social psychology; Philosophy","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":[0.0006184079,0.0002602832,0.0004955796,0.0008813717,0.0001771274,0.000154238,0.0001627403,0.00003328191,0.00003442121],"category_scores_gemma":[0.0000261164,0.0001989324,0.00005068447,0.001236876,0.0001347011,0.0008502931,0.0008829575,0.0001113589,0.000006645356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006222352,"about_ca_system_score_gemma":0.000003809516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000450006,"about_ca_topic_score_gemma":0.000009855321,"domain_scores_codex":[0.9983923,0.00002282344,0.000654592,0.0002903106,0.000436487,0.000203493],"domain_scores_gemma":[0.9990325,0.00006931124,0.0003483302,0.0001103751,0.0004269587,0.0000125312],"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":[0.0001393897,0.0003326995,0.1091222,0.02502075,0.01224946,0.0008450066,0.006306549,0.0004059554,0.0000241759,0.4563739,0.3293374,0.05984253],"study_design_scores_gemma":[0.004433559,0.0001874369,0.2441001,0.003516002,0.003588466,0.00002837318,0.157695,0.0006802999,0.00005708735,0.07817564,0.5063816,0.001156362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2964162,0.5765958,0.003896116,0.07059893,0.00611332,0.003331891,0.00001135396,0.0002778525,0.04275851],"genre_scores_gemma":[0.7491668,0.2325162,0.005007806,0.001174644,0.007402579,0.00006374988,0.00001282386,0.0001118973,0.004543498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4527506,"threshold_uncertainty_score":0.8112228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918734453444538,"score_gpt":0.2583174173040287,"score_spread":0.2391300727695834,"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."}}