{"id":"W4414345009","doi":"10.1353/dss.2025.a969577","title":"The Power of the Starbucks Model","year":2025,"lang":"en","type":"article","venue":"Dissent","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Power (physics); Union density; Baseline (sea); Trade union","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001759141,0.00005803238,0.00005522049,0.0000213043,0.0002277656,0.0001106261,0.0002194027,0.00001547409,0.00001478924],"category_scores_gemma":[0.00009278047,0.00002893793,0.00005750914,0.000161373,0.00006577687,0.00006973073,0.0001033679,0.0000541413,0.000004474834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007514433,"about_ca_system_score_gemma":0.00001810814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001024732,"about_ca_topic_score_gemma":0.00003890188,"domain_scores_codex":[0.9995854,0.000005591284,0.0001168584,0.00007730131,0.0001082081,0.0001065657],"domain_scores_gemma":[0.9996205,0.000040888,0.0000637429,0.0002231946,0.00004992714,0.000001756813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005521885,0.00007430869,0.01843905,0.0001995259,0.0000497772,7.280876e-7,0.0001239874,0.002597012,0.001123047,0.9317358,0.04046537,0.005136135],"study_design_scores_gemma":[0.001016457,0.000008206254,0.2818946,0.001283484,0.0002059646,5.89505e-7,0.009124482,0.1589594,0.002204724,0.2395233,0.3051803,0.0005984952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7180489,0.0002146008,0.0002436197,0.005969391,0.0004816545,0.0001044995,7.220924e-7,0.0000389673,0.2748976],"genre_scores_gemma":[0.9943935,0.000005414975,0.000009712586,0.0005032851,0.00003554282,0.000003479984,6.320284e-7,0.000003885697,0.00504457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6922125,"threshold_uncertainty_score":0.1751812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006454283605762731,"score_gpt":0.2237149239816243,"score_spread":0.2172606403758616,"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."}}