{"id":"W2134280878","doi":"10.1287/mksc.1090.0546","title":"Limited Memory, Categorization, and Competition","year":2009,"lang":"en","type":"article","venue":"Marketing Science","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Categorization; Recall; Competition (biology); Microeconomics; Economics; Business; Marketing; Psychology; Cognitive psychology; Computer science","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":[0.003479766,0.0004177024,0.0008902666,0.0008245655,0.0008658515,0.003174639,0.001453992,0.002097118,0.009182963],"category_scores_gemma":[0.03023023,0.0003884771,0.0006298771,0.0006051423,0.004214733,0.005938924,0.002307968,0.001507415,0.0003791348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192012,"about_ca_system_score_gemma":0.001044316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003936359,"about_ca_topic_score_gemma":0.002522534,"domain_scores_codex":[0.9978436,0.0007509628,0.00009222455,0.0003963481,0.0003992777,0.000517603],"domain_scores_gemma":[0.9669016,0.02440219,0.003824634,0.002734449,0.0009138707,0.001223229],"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":[0.003918004,0.001956415,0.09269767,0.0005732913,0.0004270349,0.001773891,0.004061561,0.07769922,0.01312455,0.6528703,0.003367829,0.1475303],"study_design_scores_gemma":[0.0004417018,0.0009563414,0.06701263,0.0000871152,0.0001772306,0.0007182174,0.001676408,0.09461774,0.003298624,0.8283218,0.002532382,0.0001598024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616428,0.0005520693,0.0124271,0.001378225,0.00002351748,0.0000426835,0.00005325433,0.00003517645,0.02384515],"genre_scores_gemma":[0.9984194,0.00006628459,0.0006539359,0.00009422476,0.00001386782,0.00001307696,0.00001306345,0.000003550092,0.0007226179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009182963,"threshold_uncertainty_score":0.03072006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214105879903812,"score_gpt":0.2263389400687305,"score_spread":0.2141978812696924,"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."}}