{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009154177,0.0004475232,0.0008153687,0.002369149,0.002817685,0.005878223,0.002224165,0.005041423,0.04340654],"category_scores_gemma":[0.05026438,0.0003179832,0.0005254258,0.001676723,0.002212945,0.004666174,0.002333414,0.002318592,0.007216549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002967774,"about_ca_system_score_gemma":0.003561773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004649952,"about_ca_topic_score_gemma":0.00684055,"domain_scores_codex":[0.9907472,0.005380104,0.00019544,0.0005687057,0.001902335,0.001206236],"domain_scores_gemma":[0.9307951,0.0462295,0.005070807,0.005413453,0.005589741,0.006901333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002119976,0.002159051,0.05073234,0.0003973018,0.0001280021,0.001076908,0.00259462,0.006414972,0.001274496,0.04934836,0.06881756,0.8149364],"study_design_scores_gemma":[0.0014912,0.006607188,0.2474909,0.002801051,0.0006959135,0.003795528,0.0312072,0.05377636,0.005050765,0.4325244,0.2140388,0.0005208332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4666924,0.01118228,0.01248939,0.1022973,0.002323374,0.0001751707,0.0005096727,0.001056786,0.4032736],"genre_scores_gemma":[0.9738165,0.00123202,0.001308018,0.001850385,0.00105581,0.00002653705,0.0001049527,0.00005060439,0.02055513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04340654,"threshold_uncertainty_score":0.1452094,"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."}}