{"id":"W2020601644","doi":"10.1111/1540-5982.t01-3-00003","title":"The evolution of preferences and competition: a rationalization of Veblen's theory of invidious comparisons","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Concurrence; Veblen good; Humanities; Rationalization (economics); Competition (biology); Premise; Philosophy; Economics; Neoclassical economics; Epistemology; Biology; Physics; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001208101,0.0001036617,0.0003793946,0.000211464,0.0002976113,0.00002912943,0.0002384048,0.00007971536,0.00005961043],"category_scores_gemma":[0.0002929003,0.0001076582,0.00008771299,0.00009103394,0.001026541,0.0002391803,0.00001053878,0.00009374275,4.825117e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043905,"about_ca_system_score_gemma":0.002489743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1251561,"about_ca_topic_score_gemma":0.9622175,"domain_scores_codex":[0.9986872,0.0002178099,0.0007377448,0.0001184993,0.000005483514,0.0002332305],"domain_scores_gemma":[0.9979806,0.0003216414,0.0009669892,0.0001322342,0.0002846326,0.000313896],"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":[0.00002302517,0.00001006731,0.04039703,0.0000130533,0.00005624243,6.141698e-7,0.004354943,0.0004915715,0.00004925574,0.9543431,0.00004989236,0.0002111716],"study_design_scores_gemma":[0.0009245524,0.0005825541,0.0117494,0.0002032363,0.0001117533,0.0000367162,0.07052297,0.0001268167,0.002286207,0.9039549,0.009151621,0.000349319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933375,0.001543941,0.00008964172,0.0003832597,0.0004590543,0.0001827457,0.00007570773,0.000001254444,0.003926922],"genre_scores_gemma":[0.9991343,0.0004401684,0.0002590608,0.00001959671,0.00005349913,0.000006052727,0.00000273704,0.000008588065,0.00007601521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8370613,"threshold_uncertainty_score":0.8806695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326005082924272,"score_gpt":0.229188041450638,"score_spread":0.09658753315821086,"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."}}