{"id":"W4285415536","doi":"10.51952/9781529218893.ch022","title":"Conclusion","year":2021,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Feminism, Gender, and Sexuality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002112804,0.0002427806,0.0004051312,0.00007722446,0.001261359,0.00005794941,0.0004549039,0.0004508677,0.0001348083],"category_scores_gemma":[0.0000333063,0.0003127018,0.0002042199,0.0000091095,0.0007582063,0.00005644416,0.0005491322,0.000319291,0.00001881104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622845,"about_ca_system_score_gemma":0.0004525149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003389487,"about_ca_topic_score_gemma":0.00162345,"domain_scores_codex":[0.9984422,0.0001230894,0.0001578644,0.0004626179,0.0005193008,0.0002949435],"domain_scores_gemma":[0.99896,0.000122765,0.0001809694,0.0003320001,0.0002367921,0.0001674544],"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":[0.00002375303,0.000009583614,0.000002749367,0.00003546131,0.000123666,0.0003121135,0.02148696,2.640194e-7,0.000002993031,0.9392179,0.03481583,0.003968786],"study_design_scores_gemma":[0.0002273633,0.00001813941,0.000004552321,0.00006985872,0.0001205755,0.000001724537,0.01289073,7.935377e-7,0.00001013639,0.0006103165,0.9857053,0.0003404969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003425329,0.00108827,0.00005035783,0.000151401,0.000518196,0.0002590352,0.00008582277,0.0001404051,0.9976723],"genre_scores_gemma":[0.001230771,0.000958884,0.0000643362,0.0001686947,0.0002948285,3.007732e-7,0.00002701709,0.0000225317,0.9972326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9508895,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08350222535008828,"score_gpt":0.281418543776584,"score_spread":0.1979163184264957,"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."}}