{"id":"W2627045277","doi":"","title":"Discrimination on the Basis of Gender Identity and Gender Expression","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Harassment; Adjudication; Expression (computer science); Transformative learning; Identity (music); Foundation (evidence); Gender identity; Human rights; Political science; Gender discrimination; Gender studies; Sexual orientation; Freedom of expression; Gender equality; Social psychology; Sociology; Law; Psychology; Demographic economics; Economics; Developmental psychology","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":[0.002275863,0.0000622158,0.00007349563,0.00005346883,0.0005135612,0.0001197223,0.0001858507,0.00004747201,0.0003556865],"category_scores_gemma":[0.000190651,0.00004047855,0.00005088596,0.0001011543,0.0001401201,0.0005919824,0.0000249516,0.0003797538,0.00002383352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909644,"about_ca_system_score_gemma":0.0002869462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005478614,"about_ca_topic_score_gemma":0.001360776,"domain_scores_codex":[0.9983512,0.0003275873,0.0001627368,0.00009329886,0.0004610491,0.0006041621],"domain_scores_gemma":[0.9995304,0.00008797822,0.0001221046,0.00008362721,0.0001185525,0.00005732691],"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":[0.000004120067,0.00003522406,0.0007084695,0.000003862654,0.00001454118,6.290569e-8,0.007621168,8.190098e-7,0.0004533598,0.9851226,0.0002637984,0.00577194],"study_design_scores_gemma":[0.0001448824,0.00003633336,0.01870225,0.000008747618,0.00001642765,0.000002287388,0.03231532,0.00001140518,0.0004192366,0.9479479,0.0003293555,0.00006585586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343406,0.0001791102,0.003387712,0.005082623,0.0001387479,0.0001724979,8.641215e-7,0.00001367605,0.05668418],"genre_scores_gemma":[0.9976529,0.0009582222,0.00002184196,0.0001863288,0.00009547321,0.000005736226,6.329022e-7,0.000005244605,0.001073563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06331237,"threshold_uncertainty_score":0.3949949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0716023620846489,"score_gpt":0.3466457093378925,"score_spread":0.2750433472532435,"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."}}