{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002880051,0.00006460661,0.00009836474,0.00009460618,0.001034193,0.0003195663,0.0002893876,0.00006581959,0.0006969898],"category_scores_gemma":[0.0005229551,0.00006411789,0.0001109308,0.0003917228,0.0001255348,0.0002953275,0.00004585929,0.001044539,0.000129548],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008925931,"about_ca_system_score_gemma":0.00961081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009438242,"about_ca_topic_score_gemma":0.0445024,"domain_scores_codex":[0.9967678,0.0003356464,0.0001557061,0.0001456334,0.0007401728,0.001855105],"domain_scores_gemma":[0.9992526,0.00006046244,0.00005829912,0.0001052617,0.0003657438,0.0001576013],"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":[0.00001028081,0.0001088935,0.008117398,0.00000482341,0.00006044372,0.00003277609,0.00202186,0.000001656262,0.0001997717,0.9671311,0.003652803,0.01865815],"study_design_scores_gemma":[0.0005695559,0.00007337255,0.001973805,0.00001110911,0.00002871037,0.0001222662,0.05299975,0.00001026062,0.0001143916,0.802052,0.1418666,0.0001782431],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5204874,0.0294761,0.008261569,0.04510199,0.002435511,0.000325643,0.000005018572,0.0001588395,0.3937479],"genre_scores_gemma":[0.8882043,0.01379338,0.00004575496,0.0002140495,0.0006791416,0.000003171239,0.000002148285,0.000009394908,0.0970487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3677168,"threshold_uncertainty_score":0.9960038,"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."}}