{"id":"W2891066200","doi":"10.33137/ijidi.v2i1/2.32208","title":"The special issues: The International Diversity by Design Symposium Toronto, ON, Canada (September 13-14, 2017) - This symposium was supported by the Social Sciences & Humanities Research Council of Canada and generously hosted by Ontario Trillium Foundation.","year":2018,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Diversity (politics); Research council; Library science; Media studies; Sociology; Social research; Political science; Social science; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009781137,0.002313838,0.001616511,0.003669708,0.00715792,0.01121741,0.002703617,0.007782963,0.03918704],"category_scores_gemma":[0.01530413,0.000921474,0.001885624,0.002234925,0.004831714,0.002562348,0.00259208,0.01078116,0.00946674],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02263615,"about_ca_system_score_gemma":0.04430702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.166191,"about_ca_topic_score_gemma":0.4757354,"domain_scores_codex":[0.9931375,0.0006151748,0.0003086101,0.0004886487,0.004557933,0.0008921654],"domain_scores_gemma":[0.9734326,0.002630378,0.0007966938,0.0009340447,0.01555332,0.00665286],"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":[0.00001405345,0.000003650142,0.00002525749,0.00004716295,0.000002888084,0.00001858371,0.00003111985,0.000009141429,0.00002509245,0.0002164682,0.9974434,0.00216308],"study_design_scores_gemma":[0.00001409508,0.000008604503,0.0002811447,0.0002317939,0.00001021303,0.00003105242,0.0001498435,0.00002332344,0.00005144831,0.0002819701,0.998908,0.000008555768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001709969,0.01102112,0.0002992227,0.08173728,0.8944988,0.00008510819,0.0005206892,0.0001662317,0.01150054],"genre_scores_gemma":[0.006722197,0.02150511,0.000876899,0.04923323,0.7084226,0.000224374,0.001117651,0.0004593137,0.2114386],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9773638,"threshold_uncertainty_score":0.3304472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09636511603771185,"score_gpt":0.300825902625842,"score_spread":0.2044607865881302,"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."}}