{"id":"W3082295121","doi":"10.33137/incite.3.34722","title":"I Am A Black Woman","year":2020,"lang":"en","type":"article","venue":"in cite journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strong","keywords":"Admiration; Black women; Control (management); Black box; Sociology; Gender studies; Art; Computer science; Literature; Management; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000418865,0.00002970195,0.0000616644,0.00004122537,0.0001276496,0.000114716,0.0001238669,0.00003158186,0.0005919657],"category_scores_gemma":[0.0001663729,0.00002695595,0.00003029993,0.0002398246,0.00004601647,0.0001196112,0.000006870302,0.0001556544,0.0002000743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005092284,"about_ca_system_score_gemma":0.0001963042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003969724,"about_ca_topic_score_gemma":0.0002511591,"domain_scores_codex":[0.9993758,0.000123553,0.0001443575,0.00004779449,0.0001675515,0.0001409318],"domain_scores_gemma":[0.9996477,0.00003676955,0.00006456666,0.00003006347,0.00003544674,0.0001854401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006694755,0.0000313447,0.2359799,0.000007895341,0.00000837378,0.0000227055,0.6067432,0.00002498664,0.0001227389,0.0148117,0.138604,0.003636478],"study_design_scores_gemma":[0.0001376731,0.0000157517,0.02191602,0.00002017657,0.000001250044,0.000005411787,0.03363823,0.00001350829,0.000005166591,0.0009448343,0.9432483,0.00005369656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8612306,0.0000809857,0.00003382387,0.0599168,0.0003494057,0.00004385141,6.583879e-7,0.00001126175,0.07833269],"genre_scores_gemma":[0.9927825,0.00007021615,0.00006705843,0.003140765,0.002778553,7.868782e-7,9.007643e-8,0.000003165795,0.001156873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8046442,"threshold_uncertainty_score":0.6481609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09177292519949008,"score_gpt":0.4064786623863952,"score_spread":0.3147057371869051,"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."}}