{"id":"W7082249906","doi":"10.1002/mar.70033","title":"Identity‐Based Autonomy and Its Impact on Connections With Identity‐Linked Products and Brands","year":2025,"lang":"en","type":"article","venue":"Psychology and Marketing","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Autonomy; Identity (music); Heteronomy; Salient; Product (mathematics); Dimension (graph theory); Perspective (graphical); Self","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":[0.0009564108,0.000126703,0.0001493557,0.0001070645,0.0003055589,0.0001254751,0.0001568001,0.00008175578,0.00001388372],"category_scores_gemma":[0.0003750366,0.0001036565,0.00001573659,0.0003051273,0.00009106099,0.000347938,0.000110547,0.0001749511,0.000001372151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008294609,"about_ca_system_score_gemma":0.00004938974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000608244,"about_ca_topic_score_gemma":0.000008137466,"domain_scores_codex":[0.9989997,0.0001302702,0.0001296797,0.0004806615,0.00005796228,0.0002017718],"domain_scores_gemma":[0.999303,0.0002924284,0.00006504881,0.0002111791,0.0000736414,0.00005471269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002847362,0.0009556855,0.5833696,0.00267199,0.0009457121,0.0002694446,0.002349011,0.0004109135,0.04282116,0.227988,0.007246137,0.128125],"study_design_scores_gemma":[0.002301511,0.0002434959,0.969487,0.0002733191,0.0000448366,0.0001845206,0.00005492035,0.008779319,0.000813128,0.01064003,0.006826312,0.0003516299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296287,0.0008785098,0.02466966,0.01553616,0.0002469278,0.0002342336,0.000001721765,0.0001152986,0.02868881],"genre_scores_gemma":[0.9969186,0.00005432782,0.00153194,0.0007988453,0.00002605332,0.00001470706,0.000001599428,0.000001704655,0.00065221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3861174,"threshold_uncertainty_score":0.4226991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304375925322983,"score_gpt":0.3054555277017744,"score_spread":0.2924117684485446,"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."}}