{"id":"W3216964866","doi":"10.2139/ssrn.3958790","title":"A Boss Like Me*","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Wilfrid Laurier University","funders":"","keywords":"Boss; Engineering; Mechanical engineering","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":[0.001076676,0.0003746511,0.0003423409,0.0005801033,0.007810344,0.003621329,0.0003693978,0.001339361,0.1811805],"category_scores_gemma":[0.004006153,0.0001919231,0.0002054221,0.0007646096,0.001240831,0.003257691,0.001623683,0.002690213,0.06067873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006213798,"about_ca_system_score_gemma":0.0008478343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003448709,"about_ca_topic_score_gemma":0.009038758,"domain_scores_codex":[0.9992982,0.0002412502,0.00002607961,0.0000970092,0.0001537897,0.0001835779],"domain_scores_gemma":[0.9984133,0.0002202938,0.0001407839,0.0001072694,0.0002795834,0.0008387545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001199789,0.000197098,0.009762358,0.00009943863,0.00001233409,0.0003378193,0.01435035,0.00003497312,0.0005386011,0.0653682,0.8112139,0.09796491],"study_design_scores_gemma":[0.00001494114,0.00009556346,0.009090519,0.00009003085,0.000008853676,0.0007442937,0.0288601,0.00007259165,0.0002462512,0.004488939,0.9562675,0.00002035401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07081231,0.001891344,0.001001692,0.07686303,0.01894953,0.00005516845,0.0005281924,0.0001796942,0.8297191],"genre_scores_gemma":[0.1782831,0.0008772815,0.0005233414,0.01504166,0.0009829801,0.00003865583,0.0001574218,0.0000905343,0.804005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1811805,"threshold_uncertainty_score":0.6061091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249522566372469,"score_gpt":0.3523217456079585,"score_spread":0.3298265199442338,"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."}}