{"id":"W4377237409","doi":"10.1515/9780773557826","title":"Diversity Counts","year":2019,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Diversity (politics); Geography; Sociology; Anthropology","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":[0.001970804,0.0008850882,0.000975911,0.01543252,0.002334361,0.00469567,0.001503874,0.0007352129,0.143977],"category_scores_gemma":[0.007606676,0.0004759305,0.0006943051,0.01176761,0.0008619854,0.002238778,0.0031385,0.001761783,0.0539255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019936,"about_ca_system_score_gemma":0.00180691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005256532,"about_ca_topic_score_gemma":0.01150022,"domain_scores_codex":[0.995047,0.0006271137,0.0002768754,0.0007629634,0.002948064,0.0003380954],"domain_scores_gemma":[0.9964529,0.0005497375,0.0002393797,0.0005119679,0.00188752,0.0003585426],"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":[0.00009636654,0.00004905567,0.006204951,0.0005072877,0.000052126,0.00006350673,0.001851456,0.0003195266,0.0008203945,0.08291177,0.5218485,0.385275],"study_design_scores_gemma":[0.000006447743,0.00002066046,0.005965881,0.0001200263,0.00001049635,0.00007509205,0.000631499,0.0001360361,0.0004068674,0.008197413,0.9844156,0.00001400185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008320808,0.002184482,0.008451564,0.0008941084,0.001622005,0.0004162928,0.04861081,0.001137759,0.9283623],"genre_scores_gemma":[0.05985256,0.002421448,0.02296259,0.0008227849,0.0007210268,0.001456192,0.05274148,0.0009567976,0.8580651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.143977,"threshold_uncertainty_score":0.481651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739883202969574,"score_gpt":0.2437265560841124,"score_spread":0.1863277240544166,"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."}}