{"id":"W2187130759","doi":"","title":"Targeted product design: Locating inside the Salop circle 1","year":2014,"lang":"en","type":"article","venue":"","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Product (mathematics); Computer science; Product design; Competition (biology); Simple (philosophy); Key (lock); Mathematics; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.001117115,0.0001297235,0.0001257395,0.00008970992,0.0003328618,0.0003012813,0.0002649633,0.0000254411,0.0004751128],"category_scores_gemma":[0.0004414817,0.00009349101,0.00004572131,0.0004464807,0.00004236164,0.0004719713,0.0001536844,0.0001322343,0.0003958193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008636976,"about_ca_system_score_gemma":0.000015138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008833992,"about_ca_topic_score_gemma":0.0001282034,"domain_scores_codex":[0.9990599,0.00003550946,0.0002043164,0.0002542532,0.000179518,0.0002665097],"domain_scores_gemma":[0.9992455,0.0001578962,0.0001008339,0.0003718412,0.0001154823,0.000008462473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003544516,0.00006772242,0.1019703,0.0001154099,0.00002947575,0.000003777702,0.0001403739,0.0001918758,0.009343557,0.003797897,0.01767982,0.8666244],"study_design_scores_gemma":[0.0009354706,0.0000169089,0.6827063,0.00008799742,0.0002506627,0.000009057691,0.0004817278,0.03119953,0.004279082,0.004455326,0.2745988,0.0009791716],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6697325,0.0004131566,0.06645369,0.009687385,0.001730339,0.001434725,4.51737e-7,0.001221864,0.2493259],"genre_scores_gemma":[0.9954058,0.000001651767,0.0007151085,0.002575774,0.0007326169,0.00002071075,0.000004627339,0.0000241648,0.0005195565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8656452,"threshold_uncertainty_score":0.5202152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758585162000867,"score_gpt":0.2261269448146313,"score_spread":0.1985410931946226,"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."}}