{"id":"W3170379084","doi":"10.1177/10564926211016545","title":"What Is “This” a Case of? Generative Theorizing for Disruptive Times","year":2021,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Generative grammar; Epistemology; Phenomenon; Action (physics); Sociology; Field (mathematics); Curiosity; Bridge (graph theory); Process (computing); Psychology; Social psychology; Philosophy; Linguistics; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004185993,0.0004803881,0.0004054626,0.001798874,0.007596952,0.01043466,0.00135929,0.00480083,0.007638501],"category_scores_gemma":[0.009846346,0.0003284017,0.0008648752,0.001616397,0.03240344,0.02583947,0.004730003,0.006104994,0.0009249701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003480582,"about_ca_system_score_gemma":0.001699195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023629,"about_ca_topic_score_gemma":0.003538522,"domain_scores_codex":[0.9972939,0.001697309,0.00007586634,0.0002909264,0.0003222987,0.0003197121],"domain_scores_gemma":[0.9956311,0.002814179,0.0003202719,0.0007392031,0.0002340374,0.0002612742],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004406192,0.000004320487,0.0001949845,0.00001368619,0.000001284352,0.0001106994,0.01473848,0.00009682353,0.0000428439,0.9824743,0.000776816,0.001541398],"study_design_scores_gemma":[0.000004678989,0.000007637654,0.0002214295,0.0001209493,0.000004122414,0.000284527,0.02410349,0.0006700074,0.0001301724,0.9279509,0.04648973,0.00001235366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.09544112,0.007619769,0.1608351,0.1250803,0.001969389,0.0001353808,0.0001392139,0.0002168768,0.6085628],"genre_scores_gemma":[0.9752647,0.001820493,0.01062285,0.002856775,0.0002876707,0.00008351974,0.00004233834,0.0001433148,0.00887831],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.995814,"threshold_uncertainty_score":0.02555335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679222931967847,"score_gpt":0.2887002485324693,"score_spread":0.2519080192127909,"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."}}