{"id":"W3123324839","doi":"10.21810/sfulibrary.83","title":"Gender, Diversity, and Inclusion International Workshop Proceedings","year":2021,"lang":"en","type":"book","venue":"Simon Fraser University Library eBooks","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Inclusion (mineral); Gender diversity; Memorandum of understanding; China; Library science; Political science; Psychology; Sociology; Gender studies; Management; Anthropology","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":[0.003587371,0.001139117,0.0006623681,0.002061,0.00677885,0.01020868,0.001922663,0.002624365,0.05190248],"category_scores_gemma":[0.003298976,0.0003505022,0.0007373614,0.002773676,0.002686337,0.005024326,0.00746977,0.005388223,0.01441363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006390362,"about_ca_system_score_gemma":0.006997163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007748575,"about_ca_topic_score_gemma":0.01870765,"domain_scores_codex":[0.998431,0.0005038631,0.00006063093,0.0001339255,0.0006506764,0.0002198886],"domain_scores_gemma":[0.9983382,0.0004923446,0.00003090796,0.0001228441,0.0004954077,0.0005201594],"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":[0.00002515892,0.00008965098,0.00004499559,0.0002025056,0.000002938334,0.0001490812,0.004344108,0.0001003252,0.0002483276,0.0388816,0.9082204,0.04769079],"study_design_scores_gemma":[0.000003303119,0.00000773185,0.00008215576,0.0001974684,0.000001427741,0.00005202637,0.001994089,0.00001557575,0.00009951805,0.001878969,0.9956629,0.00000499222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00271864,0.02288422,0.001558864,0.03032066,0.04485511,0.0001918412,0.0004002008,0.0001897811,0.8968807],"genre_scores_gemma":[0.01389767,0.0144352,0.000983644,0.003270731,0.003926185,0.0003666767,0.0004974486,0.0002085368,0.962414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05190248,"threshold_uncertainty_score":0.1736311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312274815081437,"score_gpt":0.243544372460096,"score_spread":0.2123168909519523,"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."}}