{"id":"W3213817041","doi":"10.1017/iop.2021.111","title":"The baby and the bathwater: On the need for substantive–methodological synergy in organizational research","year":2021,"lang":"en","type":"article","venue":"Industrial and Organizational Psychology","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; University of Calgary; Université de Montréal; Université Laval; Mount Royal University; Université du Québec à Trois-Rivières; Université du Québec à Montréal; Western University; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002682327,0.0001469019,0.000191155,0.0001099659,0.00138917,0.0003396317,0.0002757918,0.0001336149,0.0005932853],"category_scores_gemma":[0.006388921,0.00007252661,0.00002578929,0.001580285,0.0006293821,0.0001161536,0.0003367669,0.0002998418,0.00002881336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001784,"about_ca_system_score_gemma":0.00003895956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003147146,"about_ca_topic_score_gemma":0.000136607,"domain_scores_codex":[0.9984196,0.000301979,0.0003087586,0.0003618253,0.0003257667,0.0002820335],"domain_scores_gemma":[0.9951805,0.003913851,0.00009924733,0.0001622944,0.0006324301,0.00001167759],"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":[0.0002859748,0.00004552969,0.02446802,0.00000543341,0.00004540745,0.00000330198,0.00006058215,0.00001103122,0.00007134824,0.9433192,0.03105449,0.0006296946],"study_design_scores_gemma":[0.00613779,0.00004611467,0.09217516,0.00003047329,0.00005084683,0.00001256157,0.001601034,0.0004349493,0.0001168544,0.508479,0.3906237,0.0002914494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2949703,0.001614806,0.002037431,0.6766032,0.002093599,0.002076429,0.00003347639,0.00009104799,0.02047973],"genre_scores_gemma":[0.9853438,0.0004136664,0.00009118233,0.01043567,0.002305989,0.00006018414,0.0001382519,0.00003184176,0.001179441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6903735,"threshold_uncertainty_score":0.9999109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2368258738005169,"score_gpt":0.359080582423581,"score_spread":0.1222547086230641,"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."}}