{"id":"W4249101016","doi":"10.1287/mksc.1110.0686","title":"Focus on Authors","year":2011,"lang":"en","type":"article","venue":"Marketing Science","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Computer science; Marketing; Business; Industrial organization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004012676,0.0001226699,0.00009497412,0.0003696182,0.0004889195,0.000273898,0.0005397398,0.00002764996,0.001009347],"category_scores_gemma":[0.0009111466,0.0001082837,0.00004258468,0.001115376,0.0002317263,0.0007650979,0.0002391451,0.0001321809,0.0003693824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002092524,"about_ca_system_score_gemma":0.00002929945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004379,"about_ca_topic_score_gemma":0.00002732805,"domain_scores_codex":[0.9986534,0.00001708471,0.0001609873,0.0003740053,0.0003929035,0.0004016421],"domain_scores_gemma":[0.9993975,0.00008680106,0.0001031381,0.0002908837,0.0001004361,0.0000212086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195302,0.0001098796,0.5369176,0.00004982142,0.000004138209,0.00003544429,0.0002268252,0.000001390248,0.003836159,0.01681455,0.00187417,0.4399347],"study_design_scores_gemma":[0.0001476276,0.000007072896,0.9886924,0.00006952324,0.00001918864,0.000002346965,0.0001247403,0.0007043213,0.0005419555,0.001529595,0.007901778,0.0002594693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5291728,0.000007817023,0.00003704886,0.0001400697,0.0005005155,0.00006924126,1.662246e-7,0.000123897,0.4699485],"genre_scores_gemma":[0.9984295,9.147946e-7,0.0004144087,0.000445275,0.0001699953,0.000006424639,2.957999e-7,0.00001184323,0.0005213672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4694271,"threshold_uncertainty_score":0.9999039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964387939525147,"score_gpt":0.2454871997447618,"score_spread":0.2058433203495103,"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."}}