{"id":"W4409601532","doi":"10.1002/agr.22051","title":"Grocery Stockouts and Seller Performance in Amazon's Marketplaces","year":2025,"lang":"en","type":"article","venue":"Agribusiness","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stockout; Amazon rainforest; Business; Grocery store; Marketing; Commerce; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006233511,0.00008414022,0.0001410043,0.00009695733,0.0002504109,0.0001129258,0.0001332,0.00009110645,0.00002385226],"category_scores_gemma":[0.0005711796,0.00008035534,0.00001690543,0.000669222,0.000205812,0.0002910157,0.00005714051,0.00009757841,0.000008234173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005157321,"about_ca_system_score_gemma":0.0001438643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005540886,"about_ca_topic_score_gemma":0.001415795,"domain_scores_codex":[0.9991633,0.00009736151,0.0001277677,0.0001738161,0.00017121,0.0002665099],"domain_scores_gemma":[0.999474,0.0002941809,0.00003186571,0.00007065599,0.00007907594,0.00005025809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007528352,0.00007349347,0.894973,0.0001322619,0.00001226784,0.000007565448,0.004727315,0.000004836376,0.00000998881,0.007378933,0.003483888,0.08912116],"study_design_scores_gemma":[0.0002340303,0.000005592132,0.9370214,0.0001672687,0.000005118735,2.329994e-7,0.002014011,0.00002842185,0.000008532503,0.0006959991,0.05970118,0.0001182342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7804585,0.0001741967,0.000004520842,0.001984764,0.0004310201,0.0001116609,0.000001061483,0.00005022123,0.2167841],"genre_scores_gemma":[0.9917473,0.0004049088,0.00002479693,0.0001463738,0.0001090051,0.0000150207,0.000002162922,0.000004634222,0.007545846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2112888,"threshold_uncertainty_score":0.3276796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005265216871305503,"score_gpt":0.2578662038255928,"score_spread":0.2526009869542873,"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."}}