{"id":"W4410059858","doi":"10.1177/00018392251333696","title":"Organizational Emplacement as a Response to Digital Threat: The Novel Resurgence of Independent Bookstores","year":2025,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oregon; McGill University; George Washington University; University of Southern California","keywords":"Leverage (statistics); Business; Narrative; Mechanism (biology); Public relations; Sociology; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002888308,0.0003101572,0.0002502237,0.001998198,0.01033327,0.008232566,0.001275933,0.001651616,0.005060596],"category_scores_gemma":[0.006690281,0.0002980383,0.0002932484,0.001550453,0.03141652,0.009643703,0.00766157,0.002627872,0.0006060763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00396346,"about_ca_system_score_gemma":0.001645321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005591269,"about_ca_topic_score_gemma":0.01210449,"domain_scores_codex":[0.997143,0.001624976,0.00005854101,0.000305803,0.0004933497,0.0003744097],"domain_scores_gemma":[0.9942845,0.002726819,0.001006558,0.0009395116,0.000405814,0.0006368072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007530644,0.00004901031,0.01149239,0.00006631234,0.00001243543,0.00198234,0.8658219,0.0002092354,0.001259173,0.1018969,0.003046962,0.01408805],"study_design_scores_gemma":[0.000009265774,0.00006237888,0.01064051,0.0001177818,0.000009786131,0.0008896849,0.866693,0.0003883298,0.001274543,0.01144319,0.1084333,0.00003817002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210384,0.0005603905,0.002630913,0.004638989,0.00008856643,0.00002073962,0.00003687104,0.00002622357,0.07095877],"genre_scores_gemma":[0.9942789,0.0001492542,0.0003160383,0.0002113975,0.00002279318,0.000007930116,0.00001272465,0.00001656607,0.004984377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033327,"threshold_uncertainty_score":0.02875704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024731054320198,"score_gpt":0.3150056897175793,"score_spread":0.2847583791743773,"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."}}