{"id":"W2128894183","doi":"10.1287/orsc.2015.0988","title":"The Integration of Psychological and Network Perspectives in Organizational Scholarship","year":2015,"lang":"en","type":"article","venue":"Organization Science","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scholarship; Perspective (graphical); Organizational studies; Discipline; Organization development; Organizational behavior; Sociology; Organizational learning; Knowledge management; Engineering ethics; Psychology; Epistemology; Computer science; Social science; Political science; Social psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009048267,0.00007357636,0.0001425385,0.0002369555,0.0004223258,0.0006165206,0.0007640572,0.00003932635,0.00007580058],"category_scores_gemma":[0.04024821,0.00004209848,0.00001141036,0.00856615,0.0005605561,0.0006564292,0.0002624597,0.00009354168,0.00003779344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006429938,"about_ca_system_score_gemma":0.0001855694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006163695,"about_ca_topic_score_gemma":0.00003853611,"domain_scores_codex":[0.997024,0.000200558,0.0005371786,0.0004126679,0.001637801,0.0001877824],"domain_scores_gemma":[0.9955502,0.0008188088,0.0002474614,0.0003649801,0.002913792,0.0001048282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001405238,0.00003565139,0.44516,3.304098e-7,8.159148e-7,8.860772e-7,0.003346293,0.0008395097,0.002917226,0.541348,0.001302797,0.005034455],"study_design_scores_gemma":[0.0002320551,0.00004494047,0.7906038,0.00001329865,9.776516e-7,0.0000222897,0.007299048,0.002776284,0.0002760116,0.1982063,0.0004420163,0.00008306393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385939,0.0005235627,0.05715019,0.0007375277,0.0004176473,0.000159352,0.000001071688,0.000022035,0.00239472],"genre_scores_gemma":[0.9973541,0.000007650731,0.002301175,0.00005276347,0.0000602346,9.860647e-7,3.400251e-7,0.000004850907,0.0002179171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3454438,"threshold_uncertainty_score":0.9678362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2618003306510442,"score_gpt":0.4529393436559076,"score_spread":0.1911390130048634,"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."}}