{"id":"W3117376148","doi":"10.2139/ssrn.3488428","title":"Strategic Product Diversity","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Diversity (politics); Product (mathematics); Business; Political science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001185557,0.0003911736,0.0003414423,0.003567575,0.001514861,0.005956555,0.0005207527,0.0006786243,0.03851479],"category_scores_gemma":[0.004559991,0.0002347669,0.0004144682,0.003602254,0.001321755,0.003766834,0.003847177,0.001119019,0.007693219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599521,"about_ca_system_score_gemma":0.001469132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225951,"about_ca_topic_score_gemma":0.00187499,"domain_scores_codex":[0.9981925,0.0002688096,0.0000600772,0.0003185849,0.0008981597,0.0002618727],"domain_scores_gemma":[0.997321,0.0005897398,0.0003100026,0.0005587104,0.0007149304,0.0005057425],"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":[0.0003324836,0.0002507014,0.05345239,0.0002488584,0.0001096645,0.0004975332,0.006220498,0.002384923,0.006916036,0.4542572,0.02556045,0.4497693],"study_design_scores_gemma":[0.0000816791,0.000405161,0.0977926,0.0003218877,0.0001091881,0.002189156,0.01245762,0.004565539,0.004028037,0.435935,0.4420408,0.00007338318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1836188,0.0009889437,0.006647029,0.001903982,0.0001067196,0.00006719604,0.000559507,0.00008784542,0.8060198],"genre_scores_gemma":[0.9339564,0.0006731377,0.002427792,0.0003806886,0.0001034604,0.00004888447,0.000596455,0.00004369694,0.06176951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03851479,"threshold_uncertainty_score":0.1288448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144839852213446,"score_gpt":0.1967634362963487,"score_spread":0.1822794510750042,"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."}}