{"id":"W4414759716","doi":"10.20429/amtp.2023.18","title":"Could Brand Tribes Facilitate Transformation of Their Members?","year":2023,"lang":"en","type":"article","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université TÉLUQ","funders":"","keywords":"Tribalism; Antecedent (behavioral psychology); Transformational leadership; Brand management; Transformation (genetics); Digital strategy","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":[0.001001726,0.0001404616,0.0001523867,0.0003677205,0.002621755,0.003520657,0.0003850998,0.0007100279,0.01254595],"category_scores_gemma":[0.003749873,0.0001164709,0.0001566555,0.0003951907,0.002095462,0.002026967,0.002072108,0.001085263,0.001075894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005677877,"about_ca_system_score_gemma":0.000767909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228903,"about_ca_topic_score_gemma":0.005230831,"domain_scores_codex":[0.9992968,0.0003085224,0.00001226036,0.00005930871,0.00009957045,0.0002235495],"domain_scores_gemma":[0.9980831,0.000297415,0.0004090809,0.0001639047,0.0001651415,0.0008813979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004370828,0.001336697,0.4899958,0.0002616094,0.00008827992,0.002801311,0.1994385,0.0002713497,0.007178531,0.07495567,0.008307233,0.214928],"study_design_scores_gemma":[0.00003311205,0.000541437,0.4314152,0.0001397496,0.00004970498,0.001497291,0.4474945,0.0007614223,0.001983433,0.01534446,0.1006772,0.00006254482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526414,0.0001665221,0.0004465044,0.001815662,0.00006637879,0.00001512718,0.00001771725,0.00001394719,0.04481671],"genre_scores_gemma":[0.997719,0.0000633206,0.0001483484,0.0001299569,0.00001275014,0.000002488838,0.000005820922,0.000003411727,0.00191485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01254595,"threshold_uncertainty_score":0.04197037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06229633437164658,"score_gpt":0.3054952748261739,"score_spread":0.2431989404545273,"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."}}