{"id":"W4296665634","doi":"10.2139/ssrn.4181989","title":"Heterogenous Peer Effects: How Community Connectivity Affects Car Purchases","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Business; Psychology","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003707994,0.0003057884,0.0003864216,0.000298624,0.003357174,0.0003605729,0.0006516546,0.00004346307,0.00006713151],"category_scores_gemma":[0.0004014171,0.0003005256,0.000246971,0.0004692255,0.00009560329,0.0006630024,0.0008303438,0.004212685,0.00003539985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126127,"about_ca_system_score_gemma":0.0003254281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361161,"about_ca_topic_score_gemma":0.007153687,"domain_scores_codex":[0.9963964,0.0003309057,0.0001754272,0.0002390056,0.0007177891,0.002140529],"domain_scores_gemma":[0.9988824,0.0002270392,0.0003049662,0.0003747215,0.0001872661,0.00002360642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003354933,0.001513911,0.7595775,0.0002873183,0.0014573,0.0002425141,0.0008154291,0.0000718833,0.004866144,0.04579191,0.001832677,0.183208],"study_design_scores_gemma":[0.02149694,0.004458603,0.244246,0.000243573,0.005128517,0.007243964,0.09770048,0.0009743984,0.0009286102,0.1517145,0.4588642,0.007000259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923076,0.00305264,0.00024757,0.002572992,0.000666141,0.0003860545,0.000004853543,0.0001605111,0.0006016399],"genre_scores_gemma":[0.9985665,0.00009327973,0.000004945052,0.0002592889,0.0002798647,0.00008762671,0.00001573727,0.00005650047,0.0006362546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5153314,"threshold_uncertainty_score":0.9999447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796628705222799,"score_gpt":0.233308978054278,"score_spread":0.21534269100205,"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."}}