{"id":"W1853422814","doi":"10.2139/ssrn.310888","title":"Active Versus Passive Loyalty: A Structural Model of Consideration Set Formation","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Loyalty; Set (abstract data type); Chemistry; Computer science; Business; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0002770646,0.000121064,0.0001418317,0.0001791431,0.0002304562,0.0001123745,0.0001060895,0.00004853617,0.0001722942],"category_scores_gemma":[0.00007090729,0.0001105594,0.00008032513,0.0001576447,0.00002618383,0.001538798,0.0000343406,0.0005784261,0.00001941936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156914,"about_ca_system_score_gemma":0.0001192803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007615772,"about_ca_topic_score_gemma":0.000746739,"domain_scores_codex":[0.9987059,0.00001523514,0.0002587363,0.0001044454,0.0002159754,0.0006997511],"domain_scores_gemma":[0.9993312,0.00003560704,0.000343206,0.00008786795,0.0001923242,0.000009791073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001114488,0.00007828413,0.003783854,0.00009744962,0.0003349094,0.000006720977,0.001335253,0.003559762,0.004013366,0.155357,0.001257409,0.8290615],"study_design_scores_gemma":[0.005983091,0.000137326,0.00288126,0.00006541656,0.0005615411,0.0001296092,0.006619218,0.8231869,0.0006152238,0.1585412,0.0006375336,0.0006416729],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912955,0.0002104696,0.00416434,0.0005019726,0.0002476983,0.0001341403,0.000003036849,0.00002927089,0.003413569],"genre_scores_gemma":[0.999364,0.0001438525,0.00003791732,0.00007934839,0.0002222355,0.000003045842,0.00001065859,0.00001232997,0.0001266137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8284198,"threshold_uncertainty_score":0.4508481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306582044794989,"score_gpt":0.2476250199708389,"score_spread":0.214559199522889,"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."}}