{"id":"W4416002191","doi":"10.5465/amproc.2025.19242abstract","title":"Racialized Pathways: How Online Job Boards Disadvantage Black Applicants","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Seekers; Statistical discrimination; Callback; Disadvantage; Competence (human resources); Job analysis; Employment discrimination; Job market","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":[0.001223791,0.0001544958,0.0002645706,0.0004242553,0.0004142356,0.0002206579,0.000848885,0.000151388,0.0001166572],"category_scores_gemma":[0.0002675393,0.0001584051,0.0001098727,0.000986001,0.0006149061,0.0006163394,0.0003955422,0.000245029,0.00002009935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275883,"about_ca_system_score_gemma":0.00004715683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001277167,"about_ca_topic_score_gemma":0.00003921957,"domain_scores_codex":[0.9977325,0.00003496686,0.0003065973,0.0004063884,0.001046523,0.0004730013],"domain_scores_gemma":[0.9994419,0.0000516045,0.0001672698,0.00007162947,0.0001432927,0.0001243431],"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":[0.00004978843,0.0002117008,0.01449711,0.0007128293,0.00009308531,0.000001539563,0.001991389,3.538233e-7,0.0004770437,0.8711385,0.07856032,0.03226642],"study_design_scores_gemma":[0.001793288,0.00003732528,0.08302671,0.0002161802,0.0001845984,1.187865e-7,0.04488011,0.00006968031,0.001123608,0.08905611,0.7792296,0.0003825919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5009798,0.0002544427,0.0003676918,0.04049185,0.0001557236,0.00159328,0.00002653236,0.000206534,0.4559241],"genre_scores_gemma":[0.9308497,0.002646531,0.0006375419,0.0009142162,0.0001764051,0.00007566776,0.000006149045,0.00001359588,0.06468018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7820823,"threshold_uncertainty_score":0.6459575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04891814954079753,"score_gpt":0.3825293519868602,"score_spread":0.3336112024460626,"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."}}