{"id":"W2346254413","doi":"10.1177/0149206316647102","title":"Theory Building","year":2016,"lang":"en","type":"article","venue":"Journal of Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":385,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Epistemology; Process (computing); Sociology; Key (lock); Task (project management); Plot (graphics); Empirical research; Computer science; Management science; Knowledge management; Management; Engineering","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":[0.0008199792,0.0001162409,0.0001573218,0.0003671812,0.0001132939,0.00009961396,0.0003213262,0.00001768882,0.0008941336],"category_scores_gemma":[0.00007204709,0.00006836658,0.00009288383,0.0002970198,0.00003494798,0.0008261474,0.0002079835,0.00004156904,0.0002449881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004027457,"about_ca_system_score_gemma":0.000003014487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001448253,"about_ca_topic_score_gemma":0.000001297024,"domain_scores_codex":[0.9989762,0.000008862445,0.0003434952,0.0001094802,0.0003867354,0.0001751927],"domain_scores_gemma":[0.9992626,0.00004673245,0.000393161,0.0001167054,0.0001711752,0.000009623502],"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":[0.00005551428,0.00005658063,0.00780526,0.00008921877,0.0002333075,0.00005695641,0.000008469708,0.00001254001,0.0002097832,0.8645653,0.06776402,0.0591431],"study_design_scores_gemma":[0.00109454,0.00001576761,0.03277767,0.0001785237,0.0002006889,0.000003655321,0.0001941774,0.000008012676,0.0001021478,0.184282,0.7809567,0.0001861099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07917331,0.00144868,0.3441862,0.02452076,0.003938122,0.000600101,0.00000136991,0.0002007534,0.5459307],"genre_scores_gemma":[0.9870728,0.0002852981,0.002655133,0.002076088,0.001808981,0.000002812156,3.880785e-7,0.00002461631,0.00607386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9078995,"threshold_uncertainty_score":0.9790136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019619582171118,"score_gpt":0.208517160810396,"score_spread":0.1983209649886848,"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."}}