{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006092736,0.0001923133,0.0003550977,0.000324794,0.0002349827,0.0003535727,0.0002151149,0.00003942675,0.0008195419],"category_scores_gemma":[0.00009212099,0.0001640111,0.000217438,0.0005421154,0.00008213379,0.001914132,0.0003902763,0.00008757417,0.00002938456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003886629,"about_ca_system_score_gemma":0.00001514018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005458915,"about_ca_topic_score_gemma":0.00000795519,"domain_scores_codex":[0.9986258,0.00001935619,0.0005931978,0.0002123491,0.0003372219,0.0002120877],"domain_scores_gemma":[0.9981011,0.00009704345,0.0007590398,0.0001695761,0.0008589056,0.00001437609],"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":[0.000251958,0.0005151622,0.002157402,0.001736722,0.002614733,0.003367657,0.003830781,0.0002715074,0.0001842772,0.698164,0.2601252,0.02678066],"study_design_scores_gemma":[0.006606176,0.0002281944,0.002396216,0.0015402,0.003392839,0.0003991103,0.1479934,0.002459569,0.003202157,0.1914253,0.6390115,0.001345343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3792065,0.04183818,0.3028329,0.05303326,0.03178476,0.004824515,0.00004748874,0.0002720638,0.1861603],"genre_scores_gemma":[0.9414868,0.003465662,0.01880885,0.01033357,0.007261491,0.00004156446,0.00004905664,0.0001109248,0.0184421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5622803,"threshold_uncertainty_score":0.8973409,"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."}}