{"id":"W4393864627","doi":"10.1007/978-3-031-54941-0_5","title":"Invisibilized, Labeled, and Identified: Facilitating Fair Chance Employment","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in equity, diversity, inclusion, and indigenization in business","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Business; Psychology; Labour economics; Economics","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":[0.00469416,0.0003443468,0.0002974952,0.000883327,0.02270833,0.009637138,0.001958531,0.002769814,0.03507568],"category_scores_gemma":[0.009221783,0.0003033185,0.0004572399,0.0005800624,0.01725389,0.01202335,0.02664692,0.004722603,0.004733053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002905537,"about_ca_system_score_gemma":0.01420544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008492234,"about_ca_topic_score_gemma":0.04071875,"domain_scores_codex":[0.9957419,0.001775394,0.00005563701,0.0002417319,0.0006117939,0.001573512],"domain_scores_gemma":[0.9979681,0.0007244778,0.0001027305,0.0001777176,0.0001205323,0.0009063749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004682744,0.0002146286,0.002520643,0.0000670178,0.000002862573,0.000423397,0.1585423,0.0001546107,0.0006633232,0.644383,0.06837659,0.1246048],"study_design_scores_gemma":[0.0000215533,0.00007839777,0.003879219,0.0006111675,0.000008637068,0.0003255903,0.2510869,0.0004438627,0.0009552634,0.2129803,0.5295693,0.00003987201],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08720241,0.0009862854,0.01419691,0.03033091,0.001315247,0.0001627608,0.00004619592,0.0002717393,0.8654875],"genre_scores_gemma":[0.7351336,0.0004938075,0.005056321,0.003524314,0.0002057928,0.0003203056,0.000040869,0.0001510989,0.2550738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03507568,"threshold_uncertainty_score":0.1173398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1246164057433501,"score_gpt":0.419900017074786,"score_spread":0.2952836113314358,"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."}}