{"id":"W2287388602","doi":"10.1002/cjas.1351","title":"Do firms with more alliance experience outperform others with less? A three‐level sigmoid model and the moderating effects of diversification","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Alliance; Diversification (marketing strategy); Moderation; Sigmoid function; Business administration; Business; Political science; Psychology; Marketing; Social psychology; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01111712,0.0008212454,0.001264256,0.001189476,0.0005485234,0.002717023,0.001402252,0.001651401,0.0114089],"category_scores_gemma":[0.0300763,0.0003628191,0.002634824,0.001020661,0.002382078,0.002050885,0.002584959,0.002151363,0.001778821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008740078,"about_ca_system_score_gemma":0.001024572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007388022,"about_ca_topic_score_gemma":0.003499755,"domain_scores_codex":[0.9955543,0.00241162,0.0001861068,0.0007438376,0.0003445332,0.0007596986],"domain_scores_gemma":[0.9589853,0.02792646,0.005199866,0.003048173,0.001624737,0.003215505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002848029,0.0005849772,0.9411309,0.0001464743,0.001627114,0.0003541884,0.001481836,0.02048233,0.001605869,0.008652905,0.0008744172,0.02021086],"study_design_scores_gemma":[0.0002756987,0.002158845,0.7292525,0.0001665383,0.001344083,0.0004141816,0.002505684,0.2388855,0.00125568,0.02171572,0.001905457,0.0001201213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992443,0.0002483298,0.004905952,0.0005652998,0.00002254128,0.00006543851,0.000274296,0.00003680533,0.001438292],"genre_scores_gemma":[0.9981913,0.00007074962,0.0006525817,0.00005502713,0.000007980599,0.00003081166,0.00008707299,0.000005647985,0.0008988433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114089,"threshold_uncertainty_score":0.0587936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142815393501437,"score_gpt":0.2910894863242738,"score_spread":0.1482740928228368,"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."}}