{"id":"W3183605666","doi":"10.1108/jocm-05-2021-0162","title":"Theory as method: introduction to supertheoretical options for organization and management research","year":2021,"lang":"en","type":"article","venue":"Journal of Organizational Change Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Loyalty; Originality; Value (mathematics); Organization studies; Management theory; Organizational theory; Epistemology; Management science; Sociology; Field (mathematics); Management; Positive economics; Computer science; Business; Social science; Economics; Marketing; Philosophy; Mathematics; Qualitative research","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":[0.07598259,0.00160921,0.001876121,0.006866363,0.003327349,0.01371179,0.003750393,0.005064076,0.01325565],"category_scores_gemma":[0.06302723,0.001266901,0.00229302,0.005424481,0.05325379,0.01785285,0.008075177,0.01466851,0.004206073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006874708,"about_ca_system_score_gemma":0.009820685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533299,"about_ca_topic_score_gemma":0.001128153,"domain_scores_codex":[0.9223616,0.06354001,0.00354853,0.00245634,0.007426042,0.0006674555],"domain_scores_gemma":[0.8620062,0.1175206,0.002643479,0.01149038,0.004998648,0.001340766],"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":[0.000008882407,0.00001575471,0.00007431732,0.0003273902,0.00001107956,0.00002605735,0.001504977,0.0001934927,0.00006357716,0.9728184,0.004410949,0.02054517],"study_design_scores_gemma":[0.000009850628,0.00002008436,0.00007515932,0.0007452946,0.000006222592,0.00007770934,0.0005468552,0.0006778133,0.00009903457,0.9181381,0.07958267,0.00002113089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009974603,0.01737636,0.8703511,0.03773024,0.003679619,0.0007851542,0.0002571155,0.0005453718,0.06827755],"genre_scores_gemma":[0.06481572,0.01777165,0.8840648,0.01101563,0.003570064,0.006606358,0.0003085624,0.0008112254,0.01103602],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07598259,"threshold_uncertainty_score":0.4018391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05266776956059896,"score_gpt":0.3230165861406107,"score_spread":0.2703488165800118,"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."}}