{"id":"W4393905989","doi":"10.1093/ser/mwae004","title":"The gender gap in attitudes toward workplace technological change","year":2024,"lang":"en","type":"article","venue":"Socio-Economic Review","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Perception; Offshoring; Gender gap; Psychology; Social psychology; Variation (astronomy); Technological change; Demographic economics; Economics; Business; Marketing; Outsourcing","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":[0.003004036,0.0001171077,0.00027463,0.0009429088,0.0002519337,0.0006605765,0.0001875288,0.0002544185,0.004959736],"category_scores_gemma":[0.006501848,0.00009237549,0.0002544185,0.0009759506,0.0004439219,0.0005074646,0.0005306622,0.0003038569,0.0005151093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002137131,"about_ca_system_score_gemma":0.0002320986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467971,"about_ca_topic_score_gemma":0.003410059,"domain_scores_codex":[0.9985045,0.000673391,0.00008187727,0.0001927562,0.0003638453,0.0001836257],"domain_scores_gemma":[0.9932793,0.003538454,0.001968552,0.0002232437,0.0006696707,0.0003207289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002300015,0.00009990291,0.9280417,0.0003124041,0.0002078846,0.0001655234,0.004793008,0.0001398282,0.000584806,0.003048828,0.001685057,0.06069114],"study_design_scores_gemma":[0.00000407466,0.00008504229,0.9900981,0.0001438286,0.00003283507,0.0001067607,0.004465501,0.00009760957,0.0001332168,0.0005760434,0.004251261,0.000005725459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842342,0.006391631,0.0004748285,0.0005987102,0.0000516161,0.00001056825,0.0004740828,0.00000280268,0.007761596],"genre_scores_gemma":[0.9979841,0.001176574,0.00006068985,0.0001002824,0.0000164132,0.000006720211,0.000118793,0.000001295184,0.0005351294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004959736,"threshold_uncertainty_score":0.01659197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212167575973673,"score_gpt":0.2870163579283889,"score_spread":0.1657996003310215,"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."}}