{"id":"W4214657860","doi":"10.2139/ssrn.2365541","title":"Epistemic Equality","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Epistemology; Sociology; Philosophy; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003281851,0.00009093332,0.0001477617,0.00004161416,0.001208946,0.00006065829,0.0002911614,0.0000985407,0.0002601059],"category_scores_gemma":[0.0001846072,0.00007901795,0.00009020938,0.0001302,0.000294364,0.0001961865,0.00003125997,0.001049214,0.0005274411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006528009,"about_ca_system_score_gemma":0.001751775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212217,"about_ca_topic_score_gemma":0.007779672,"domain_scores_codex":[0.9968863,0.0003803871,0.0002157426,0.0001389848,0.000235646,0.002142903],"domain_scores_gemma":[0.9994718,0.0001065044,0.0001108263,0.0001053652,0.0001109213,0.00009459397],"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":[0.000005782117,0.00002680106,0.01069414,0.000002512284,0.00009134499,0.000001106534,0.004769311,4.38628e-7,0.00002235066,0.9693029,0.001598871,0.01348445],"study_design_scores_gemma":[0.0001841858,0.00007446372,0.003964754,0.000005183841,0.00001307786,0.00006230224,0.0444839,0.000001351346,0.000006305231,0.9335533,0.01752601,0.0001251101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4531234,0.01282344,0.003992364,0.0700019,0.001597012,0.0004819335,0.000001575751,0.0001819062,0.4577965],"genre_scores_gemma":[0.967145,0.003155699,0.00003630922,0.0002770677,0.0003968358,0.00001015933,4.536484e-7,0.000006479501,0.02897198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5140216,"threshold_uncertainty_score":0.9298359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296037533412877,"score_gpt":0.3112824507300517,"score_spread":0.288322075395923,"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."}}