{"id":"W2115923431","doi":"10.2139/ssrn.2253738","title":"The Value of Hiring through Referrals","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Value (mathematics); Business; Actuarial science; Mathematics; Statistics","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":[0.00134935,0.0001005801,0.0001634466,0.00007636824,0.0003583467,0.0001168648,0.000364755,0.00008008827,0.00003459586],"category_scores_gemma":[0.0001128265,0.00006279274,0.00007823911,0.000227857,0.00005282632,0.0006032863,0.00007459577,0.0009246338,0.0001734462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544778,"about_ca_system_score_gemma":0.0002721206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006128122,"about_ca_topic_score_gemma":0.001569847,"domain_scores_codex":[0.9978836,0.00001992338,0.0003774166,0.0001093201,0.0001858588,0.001423863],"domain_scores_gemma":[0.9992439,0.00003428381,0.0003352629,0.000198512,0.0001810883,0.000006963627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000353631,0.000009013354,0.001621029,0.00001852851,0.00003949769,4.727407e-7,0.00001335586,0.000003179573,0.0002293348,0.9362884,0.0007294063,0.06104425],"study_design_scores_gemma":[0.0002302645,0.00003157609,0.001791889,0.00003289284,0.00001208023,0.00005975984,0.001656637,0.0001343643,0.00004221009,0.8484551,0.147458,0.00009526465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586319,0.00399467,0.001684093,0.0163074,0.0006201595,0.0003038021,1.607908e-7,0.00008596494,0.01837184],"genre_scores_gemma":[0.9971817,0.0008423683,0.00003312914,0.0003371866,0.0007987597,0.00001057007,4.702812e-7,0.0000174368,0.0007783443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467286,"threshold_uncertainty_score":0.9263928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161623207736528,"score_gpt":0.2505529562753707,"score_spread":0.2343906355017179,"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."}}