{"id":"W4394722790","doi":"10.55529/jpps.32.25.29","title":"Navigating the Algorithmic Marketplace: How AI is Changing Consumer Psychology and Brand Loyalty","year":2023,"lang":"en","type":"article","venue":"Journal of Psychology and Political Science","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Brand loyalty; Loyalty; Advertising; Marketing; Consumer behaviour; Brand management; 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":[0.002741244,0.0001747215,0.0001735281,0.0007993311,0.001657436,0.00727407,0.0005615132,0.001602377,0.006442362],"category_scores_gemma":[0.01074482,0.0001864615,0.0002953083,0.0007230276,0.004948793,0.006636858,0.00182117,0.00207167,0.000962827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407186,"about_ca_system_score_gemma":0.001081091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00239214,"about_ca_topic_score_gemma":0.002897257,"domain_scores_codex":[0.998744,0.0007087205,0.00002759773,0.0001367855,0.0002442398,0.0001386358],"domain_scores_gemma":[0.995141,0.002931489,0.0004820406,0.0003732389,0.0005418194,0.0005304682],"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":[0.0004120966,0.000832387,0.06141333,0.0003296936,0.0001720979,0.000419626,0.02498032,0.005729727,0.005845924,0.5610488,0.01321094,0.3256051],"study_design_scores_gemma":[0.0001121817,0.0003888283,0.04257289,0.0003153373,0.000136587,0.0004752342,0.02420272,0.03361052,0.00397741,0.7888962,0.1051688,0.0001432497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7197069,0.002813793,0.02902015,0.05931018,0.0004386135,0.00005071299,0.00006583542,0.0002087141,0.1883852],"genre_scores_gemma":[0.9870854,0.0007368864,0.004824533,0.002424506,0.00009929862,0.00001599816,0.00002244182,0.00005137807,0.004739589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00727407,"threshold_uncertainty_score":0.02155185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540019240764165,"score_gpt":0.4023329572098259,"score_spread":0.3769327648021843,"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."}}