{"id":"W7071296479","doi":"","title":"S2-E5 - Impacts on Society of Gender Bias and Inclusive Recruiting Practices for Tech Talent with Erin Blaskie, Karolina Kural and Thusha Agampodi","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Diversity (politics); Gender diversity; Inclusion (mineral); Gender bias; High tech","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003411472,0.0001792071,0.000247787,0.0006545412,0.006739102,0.00607282,0.0007813888,0.002286911,0.2328113],"category_scores_gemma":[0.00966661,0.0001830696,0.0003410171,0.001021372,0.001346743,0.002734421,0.005971827,0.002306119,0.03606457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003030829,"about_ca_system_score_gemma":0.006653982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02197548,"about_ca_topic_score_gemma":0.06685882,"domain_scores_codex":[0.9980685,0.0005209975,0.00003881568,0.0000868422,0.0007734295,0.0005113632],"domain_scores_gemma":[0.9944438,0.001697321,0.000249471,0.0002769093,0.001416964,0.001915549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007182528,0.0000838679,0.004086635,0.0001552937,0.000002785029,0.0002076255,0.007075252,0.00005826171,0.0003256115,0.0118041,0.9169947,0.05913404],"study_design_scores_gemma":[0.00001229875,0.00005075657,0.00995696,0.00024512,0.000002760644,0.0001419539,0.02129503,0.00004613178,0.0002292518,0.001946999,0.9660572,0.00001558571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03937649,0.00187093,0.0007145806,0.1349809,0.007677332,0.0002507501,0.003048117,0.0003561928,0.8117248],"genre_scores_gemma":[0.1634144,0.001611676,0.0009760829,0.02738989,0.0009786737,0.0002654553,0.001461722,0.0003918688,0.8035103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2328113,"threshold_uncertainty_score":0.7788313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269111502261406,"score_gpt":0.2345052393554435,"score_spread":0.2118141243328295,"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."}}