{"id":"W4409539465","doi":"10.2139/ssrn.5219585","title":"What's In the Box? The Effect Of Self-Preferencing On Amazon","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Amazon rainforest; Business","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":["scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005147205,0.0004223988,0.0004907733,0.0004782877,0.0002227116,0.001190665,0.00173813,0.0002176764,0.00001068981],"category_scores_gemma":[0.0003264135,0.0002421715,0.0003216482,0.0006134106,0.00005922772,0.0008601829,0.0006311821,0.005854097,0.00003639154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007589053,"about_ca_system_score_gemma":0.0006486194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003955062,"about_ca_topic_score_gemma":0.00150557,"domain_scores_codex":[0.996779,0.0001164619,0.0005810926,0.0003883391,0.0005554811,0.001579606],"domain_scores_gemma":[0.998138,0.0003639715,0.0008162404,0.0005686826,0.0001069926,0.00000615663],"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":[0.0006361648,0.000303061,0.02023614,0.001849818,0.0007420139,0.00003088514,0.0006481888,0.001988323,0.0001030668,0.8601576,0.002562703,0.110742],"study_design_scores_gemma":[0.003719514,0.001102886,0.01439933,0.01062326,0.0009880458,0.0001355546,0.006011209,0.002998367,0.001823095,0.9336308,0.0227867,0.001781219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650283,0.004641711,0.0005136984,0.00304648,0.001862403,0.0009897825,0.000002878491,0.00008482479,0.0238299],"genre_scores_gemma":[0.9961371,0.001837426,0.000004614294,0.0004453961,0.0008130255,0.00004503876,0.000009796319,0.00002985357,0.000677751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1089608,"threshold_uncertainty_score":0.9998462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008532432023373742,"score_gpt":0.2344181032110863,"score_spread":0.2258856711877126,"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."}}