{"id":"W1611662265","doi":"10.1002/smj.2119","title":"Risk abatement as a strategy for <scp>R&amp;D</scp> investments in family firms","year":2013,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":375,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Socioemotional selectivity theory; Agency (philosophy); Business; Microeconomics; Economics; Sociology; 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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009261718,0.000470145,0.0003989878,0.0008960047,0.0005396517,0.00179932,0.0006542724,0.0001340952,0.0004356779],"category_scores_gemma":[0.00003540743,0.0003851267,0.00017998,0.0008002584,0.00006444209,0.002653292,0.0002166061,0.0004467776,0.001564757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215715,"about_ca_system_score_gemma":0.00005802871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009326805,"about_ca_topic_score_gemma":0.0001042361,"domain_scores_codex":[0.9969172,0.00003072549,0.0009063972,0.0005048339,0.0006752992,0.0009655758],"domain_scores_gemma":[0.9985638,0.00005003374,0.0006830569,0.0003552123,0.0002750438,0.00007280031],"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":[0.0003430938,0.003393183,0.2341796,0.004958453,0.001521965,0.0006212065,0.0006876739,0.01181262,0.00189503,0.4974154,0.1640496,0.07912217],"study_design_scores_gemma":[0.005820424,0.0001240223,0.1495074,0.0005122687,0.0002123661,0.00001496383,0.01067708,0.0135185,0.00001589958,0.7784525,0.04062166,0.0005229252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7664132,0.0002280848,0.000177514,0.0001823946,0.0007411491,0.001138651,0.000002825966,0.00007351988,0.2310427],"genre_scores_gemma":[0.9914583,0.000790353,0.0007510174,0.002247489,0.000958818,0.0003475787,0.0000766118,0.00006038123,0.003309433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2810371,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04562540907437139,"score_gpt":0.2696535697241306,"score_spread":0.2240281606497592,"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."}}