{"id":"W4256463431","doi":"10.1353/hyp.2000.0007","title":"Preface","year":2000,"lang":"en","type":"article","venue":"Hypatia","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Library science; Sociology; Media studies; Political science; Management; Law; Computer science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001366701,0.00003283173,0.00005147314,0.000007200933,0.0003951837,0.000009340341,0.00008051246,0.00003971302,0.003566404],"category_scores_gemma":[0.00002711568,0.00003083132,0.00001911285,0.0000605327,0.0001614185,0.00003560001,0.000006699001,0.00003830176,0.001019911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001036048,"about_ca_system_score_gemma":0.00002819754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000474461,"about_ca_topic_score_gemma":0.0009528605,"domain_scores_codex":[0.9995852,0.00006684045,0.0000509999,0.00008253999,0.0000775567,0.0001368493],"domain_scores_gemma":[0.9998412,0.00003837614,0.000009615145,0.00006897851,0.0000115176,0.00003033519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005638971,0.0001694999,0.1106736,0.00001922824,0.000105115,0.00003986902,0.2246189,0.00001683491,0.00003475152,0.1001553,0.1949316,0.369179],"study_design_scores_gemma":[0.00006943988,0.00001473938,0.0341656,0.000002509009,0.000004988796,6.008555e-7,0.001406507,0.000002078666,0.00002512945,0.002950426,0.9612963,0.00006168419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1430489,0.0003658335,0.0000103294,0.002192529,0.000125856,0.00005362933,0.000001303211,0.00005925091,0.8541424],"genre_scores_gemma":[0.9223535,0.0001226662,0.0001409413,0.0002992622,0.00008248196,0.000005523067,6.52915e-7,0.000002004228,0.07699299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7793046,"threshold_uncertainty_score":0.9997579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361685861355324,"score_gpt":0.3175783884353269,"score_spread":0.2939615298217737,"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."}}