{"id":"W2102110217","doi":"10.1108/sd.2012.05628baa.010","title":"Business group affiliation, performance, context, and strategy: a meta-analysis","year":2012,"lang":"en","type":"article","venue":"Strategic Direction","topic":"Strategic Planning and Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Meta-analysis; Business; Context (archaeology); Strategic management; Process management; Knowledge management; Marketing; Industrial organization; Operations management; Computer science; Economics; Medicine","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":[0.0006180301,0.0002719511,0.0005893159,0.0005943583,0.0003196767,0.0004785157,0.0001012747,0.0000990167,0.0005892924],"category_scores_gemma":[0.00001708272,0.0002175995,0.0003258763,0.002514317,0.00005915588,0.001948131,0.00003010618,0.0001293203,0.0001065412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002200919,"about_ca_system_score_gemma":0.00001503271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755302,"about_ca_topic_score_gemma":0.0003373042,"domain_scores_codex":[0.9986488,0.00002527203,0.0003299196,0.0003344208,0.0002803168,0.0003812222],"domain_scores_gemma":[0.9992372,0.00003193751,0.0002740301,0.0002036346,0.0002181437,0.00003504263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002965165,0.001370218,0.4592899,0.001011884,0.1914931,0.00002072197,0.0004250139,0.008229398,0.001813938,0.312889,0.004550236,0.01861013],"study_design_scores_gemma":[0.001047127,0.00004670595,0.6135747,0.00001913205,0.3251756,0.00002054311,0.004451589,0.03414037,0.000071755,0.003645097,0.01622576,0.00158162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.874104,0.001830856,0.0002918293,0.0001904804,0.0003026246,0.000152044,0.000004982819,0.0002854068,0.1228378],"genre_scores_gemma":[0.9977456,0.00005217711,0.00003903557,0.0002353713,0.0007338565,0.00004154187,0.000147458,0.00001742585,0.0009874819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092439,"threshold_uncertainty_score":0.8873448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07399704109095277,"score_gpt":0.252114262362105,"score_spread":0.1781172212711522,"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."}}