{"id":"W6906271545","doi":"10.17605/osf.io/7wevm","title":"Allyship & Bias Simulation Study","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Noise (video); Data collection; Term (time); Bayesian probability; Measure (data warehouse)","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":[0.008417374,0.0003952625,0.0006856687,0.0005651442,0.0007534781,0.001259718,0.001483374,0.001115915,0.05142153],"category_scores_gemma":[0.04000888,0.0003560626,0.0008156092,0.001011298,0.000347082,0.0008804423,0.001553287,0.001656635,0.006915955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166549,"about_ca_system_score_gemma":0.003654064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0468898,"about_ca_topic_score_gemma":0.03079704,"domain_scores_codex":[0.9957016,0.002955053,0.00008425953,0.0002092418,0.0006614561,0.0003882892],"domain_scores_gemma":[0.9770131,0.01469823,0.001006526,0.001865506,0.004382305,0.001034335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004584556,0.001990445,0.03622313,0.0004270012,0.000438921,0.0002920152,0.0003260894,0.2522914,0.0003645226,0.07048302,0.565807,0.06677183],"study_design_scores_gemma":[0.007587535,0.001924928,0.02257546,0.000541098,0.0004711488,0.0002312788,0.001192344,0.6660928,0.001997497,0.04551875,0.2516731,0.000193953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3349823,0.001040043,0.1003167,0.01809114,0.004391514,0.005935155,0.1049399,0.003265006,0.4270383],"genre_scores_gemma":[0.8013526,0.0005180415,0.04332351,0.003840823,0.0005362423,0.005370973,0.02869664,0.001502141,0.1148591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05142153,"threshold_uncertainty_score":0.1720222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1795747391302438,"score_gpt":0.3781974676490127,"score_spread":0.1986227285187689,"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."}}