{"id":"W4405605932","doi":"10.1093/oso/9780197765067.003.0014","title":"How I Understand the Role of Former as a Former Turned Activist","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; History; Sociology; Environmental ethics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002361117,0.0002966883,0.0003102595,0.00101559,0.00841897,0.01167082,0.00121518,0.003128015,0.009246034],"category_scores_gemma":[0.00285867,0.0001966632,0.0002076711,0.0007129364,0.02001421,0.01035975,0.003080065,0.00742243,0.002182287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005560784,"about_ca_system_score_gemma":0.003735605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499534,"about_ca_topic_score_gemma":0.029285,"domain_scores_codex":[0.9985445,0.0007730504,0.00001697433,0.0001298005,0.0001807347,0.0003550107],"domain_scores_gemma":[0.998042,0.0009187384,0.0001298986,0.00007747432,0.0001825773,0.0006492713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001259605,0.00002319368,0.0004089416,0.00004996574,0.000001901663,0.000169853,0.1172816,0.00004790991,0.00008667972,0.7674523,0.1028793,0.01158567],"study_design_scores_gemma":[0.000005656246,0.00002077316,0.0005430651,0.0004938185,0.000004433901,0.0002461618,0.1126741,0.0001318434,0.00008880742,0.06291518,0.8228649,0.00001119865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01831297,0.01460276,0.002029783,0.2487337,0.004451942,0.00002788626,0.00005227492,0.00006680035,0.7117218],"genre_scores_gemma":[0.5922589,0.0168995,0.001273338,0.06692679,0.00309498,0.0001277941,0.00009535841,0.0001818043,0.3191416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01499534,"threshold_uncertainty_score":0.0403465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978409851745346,"score_gpt":0.2628272608780137,"score_spread":0.2430431623605603,"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."}}