{"id":"W4362572083","doi":"10.56687/9781529215502","title":"Saving Liberalism from Itself","year":2022,"lang":"en","type":"book","venue":"Bristol University Press eBooks","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liberalism; Aesthetics; Art; Political science; Law; Politics","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001438281,0.0002024152,0.0002895042,0.00008820879,0.001709519,0.0001252712,0.0007973497,0.000369894,0.001179205],"category_scores_gemma":[0.00002569484,0.0002862207,0.000377613,0.00002431138,0.0003043871,0.0001325916,0.0003251069,0.000806595,0.00004286283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146602,"about_ca_system_score_gemma":0.0008266032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03823965,"about_ca_topic_score_gemma":0.001181358,"domain_scores_codex":[0.9982893,0.0003039654,0.0001556965,0.0004104927,0.0005539273,0.000286558],"domain_scores_gemma":[0.9988886,0.0002309638,0.0002388641,0.0003431719,0.0001024268,0.0001959507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001654693,0.00001515409,0.000002584632,0.00000706402,0.0001201037,0.0001099392,0.01914207,0.000003170631,0.000002832764,0.1876731,0.7919304,0.0009770058],"study_design_scores_gemma":[0.0001941244,0.000009492931,0.000007631545,0.00004062978,0.000120308,9.901364e-7,0.003423591,0.000003973069,0.000001583238,0.001386297,0.9945131,0.0002983125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001011808,0.0001798821,0.00003355309,0.0003181321,0.001030469,0.000292243,0.0003282701,0.000277315,0.997439],"genre_scores_gemma":[0.0002106063,0.0004668557,0.0001112014,0.0004134178,0.0004083208,0.000001720931,0.0001389662,0.00002858698,0.9982203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2025827,"threshold_uncertainty_score":0.999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034559200490205,"score_gpt":0.2525418053143225,"score_spread":0.2221962133094205,"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."}}