{"id":"W2263868959","doi":"10.2139/ssrn.2274267","title":"Price Competition with Optimal Product Demonstrations","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Competition (biology); Product (mathematics); Industrial organization; Business; Economics; Mathematics; Biology","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":[0.003239224,0.000498054,0.001262999,0.0004955007,0.0007029541,0.001998717,0.001023347,0.002274428,0.01874507],"category_scores_gemma":[0.03121764,0.0005686699,0.0005919402,0.0004908665,0.0021354,0.003284575,0.002037392,0.001662063,0.0007499144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089869,"about_ca_system_score_gemma":0.00141909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501481,"about_ca_topic_score_gemma":0.001346841,"domain_scores_codex":[0.9981061,0.000865444,0.00007678659,0.0002455423,0.0003608681,0.000345224],"domain_scores_gemma":[0.9804665,0.0142747,0.001614435,0.001569756,0.0009602163,0.001114335],"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":[0.005958488,0.002046882,0.007548767,0.0004736948,0.00009454244,0.001143759,0.0005445426,0.2218742,0.009473821,0.6709175,0.007353857,0.07257],"study_design_scores_gemma":[0.0005457251,0.001230636,0.005933769,0.00003941952,0.00005805522,0.0003305366,0.0002637875,0.5222348,0.002032079,0.4642142,0.003038878,0.00007810612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8487217,0.000222651,0.06057545,0.001766336,0.0001060876,0.0001286379,0.0001816614,0.0003501319,0.08794732],"genre_scores_gemma":[0.9940102,0.00003507366,0.002735371,0.00004414229,0.00002032106,0.00002295407,0.00002260788,0.00001555719,0.003093736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874507,"threshold_uncertainty_score":0.0627085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007670754581634858,"score_gpt":0.2023622981543782,"score_spread":0.1946915435727434,"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."}}