{"id":"W4313151839","doi":"10.2139/ssrn.4292001","title":"The Effects of Online Social Identity Signals on Retailer Demand","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Business; Identity (music); Social identity theory; Internet privacy; Advertising; Computer science; Social psychology; Psychology; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006511466,0.00008081826,0.0001509065,0.00004704528,0.003249243,0.0001012428,0.0004866999,0.00004350947,0.00003304647],"category_scores_gemma":[0.00163639,0.00006481245,0.0001619119,0.0002977897,0.0002207272,0.0001555786,0.0000679115,0.001354822,0.000003894154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007595015,"about_ca_system_score_gemma":0.001981712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001729491,"about_ca_topic_score_gemma":0.002765546,"domain_scores_codex":[0.9964159,0.001077378,0.0002212427,0.0001087006,0.0009142364,0.001262572],"domain_scores_gemma":[0.9986205,0.0009381748,0.0002329096,0.00006699695,0.00008009751,0.00006128373],"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":[0.0002370175,0.0003643291,0.001888424,0.00001636182,0.0002495067,0.000009028778,0.01020178,0.00001180106,0.0002555448,0.8914254,0.002316057,0.09302472],"study_design_scores_gemma":[0.0009330325,0.001149043,0.0048823,0.00003163013,0.0000784195,0.00001144734,0.06132464,0.000005818929,0.00005843702,0.8805348,0.05072501,0.0002653763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819147,0.001812847,0.00004411035,0.003255706,0.001001277,0.0001729239,0.000005062576,0.00002556677,0.01176784],"genre_scores_gemma":[0.9934025,0.00168449,0.000001733035,0.0001171851,0.0007236626,0.000008302977,0.000001393031,0.00001075894,0.004049929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09275933,"threshold_uncertainty_score":0.9980484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008079360065352106,"score_gpt":0.2848235032877827,"score_spread":0.2767441432224306,"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."}}