{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060031,0.0001542713,0.0003353022,0.0004270386,0.0007289717,0.001603465,0.0005794629,0.001237203,0.01232955],"category_scores_gemma":[0.006321681,0.0001821794,0.0004047266,0.0004775872,0.0006320041,0.00122673,0.0009873323,0.0009974588,0.0006248486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003713642,"about_ca_system_score_gemma":0.0003622675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399145,"about_ca_topic_score_gemma":0.01871185,"domain_scores_codex":[0.9993555,0.0003400704,0.00001640666,0.0001149084,0.00006409502,0.000108948],"domain_scores_gemma":[0.992681,0.004513337,0.0007144733,0.0004103428,0.0003084694,0.001372341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001785311,0.001950362,0.960624,0.0000711412,0.0006377549,0.0007472507,0.003578453,0.001898823,0.00300615,0.003151095,0.001556328,0.02099332],"study_design_scores_gemma":[0.00004417416,0.0002521279,0.9908242,0.00001458694,0.0002123191,0.0001270243,0.003259416,0.002635464,0.0002602966,0.001644226,0.0007132066,0.00001309426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969584,0.00008686846,0.0001014797,0.0002746967,0.000008303196,0.000005740518,0.00006470833,0.000004410917,0.00249539],"genre_scores_gemma":[0.9989319,0.00002701934,0.00004918863,0.00002947047,0.000008943839,0.000004041124,0.00003688653,0.000002844842,0.0009096488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01399145,"threshold_uncertainty_score":0.04124647,"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."}}