{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05780577,0.002268345,0.002265124,0.009621458,0.004534724,0.01095418,0.007916266,0.003083211,0.0497689],"category_scores_gemma":[0.09578173,0.001307769,0.002969994,0.006409373,0.006311262,0.01020759,0.008111865,0.00771699,0.01245052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005748,"about_ca_system_score_gemma":0.02262567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002990893,"about_ca_topic_score_gemma":0.004118764,"domain_scores_codex":[0.9622692,0.02467632,0.002623905,0.004267598,0.005222211,0.000940671],"domain_scores_gemma":[0.9189748,0.04802781,0.002816467,0.0131523,0.0149473,0.00208143],"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":[0.00008620767,0.0001897489,0.001685432,0.003842155,0.0001588981,0.0003594646,0.01593853,0.002318063,0.0007445531,0.7018348,0.06284569,0.2099965],"study_design_scores_gemma":[0.00007961202,0.0001229929,0.0006321733,0.007451036,0.0001382681,0.0002262442,0.009750289,0.005230177,0.0009033039,0.6246711,0.3507152,0.00007958818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008243984,0.005158761,0.7408436,0.03335641,0.002722817,0.01695067,0.005057846,0.001660015,0.1860059],"genre_scores_gemma":[0.0724263,0.004665973,0.8806503,0.005663081,0.0004175541,0.01866911,0.004768097,0.0004048816,0.01233477],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05780577,"threshold_uncertainty_score":0.3057097,"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."}}