{"id":"W3170060086","doi":"10.1090/noti2288","title":"Spaces for All: The Rise of LGBTQ+ Mathematics Conferences","year":2021,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Educational Technology and Optimization","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics education; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413962,0.00009018849,0.0002543826,0.000009434232,0.000108107,0.00003530395,0.001080826,0.00004194749,0.00001641283],"category_scores_gemma":[0.0005607269,0.00004941829,0.0002316106,0.0003888161,0.0008365594,0.00008980714,0.0002418606,0.0000977504,0.000002639253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001120518,"about_ca_system_score_gemma":0.0001453175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006635062,"about_ca_topic_score_gemma":0.000002480574,"domain_scores_codex":[0.9991096,0.00005562796,0.0002886481,0.0001521474,0.0002536883,0.0001403434],"domain_scores_gemma":[0.9972489,0.001372554,0.0005250499,0.0005870937,0.0002429945,0.00002337333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002554771,0.0003504753,0.0004273155,0.0002584796,0.00014988,8.170348e-8,0.004854103,0.00064979,0.0005553079,0.9901495,0.001260597,0.001341919],"study_design_scores_gemma":[0.0002262082,0.0001070485,0.001260664,0.0001331571,0.0001607458,0.000005408874,0.01043619,0.3614258,0.02266294,0.6022863,0.001104693,0.0001909143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2329617,0.0003004096,0.7204871,0.04383713,0.0001700735,0.0004625305,0.0000142107,0.0000719803,0.001694877],"genre_scores_gemma":[0.5310369,0.00002729005,0.4684605,0.0003141924,0.00001540601,0.0000202038,6.774645e-7,0.000004837464,0.0001200422],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3878632,"threshold_uncertainty_score":0.3082338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623235454036478,"score_gpt":0.3000999043588628,"score_spread":0.273867549818498,"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."}}