{"id":"W4246463032","doi":"10.7228/manchester/9781526103710.003.0004","title":"Independent and sectarian: working-class English associational culture","year":2017,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Solidarity; Irish; Class consciousness; Homeland; Elite; Working class; Sociology; Gender studies; Context (archaeology); Political science; Law; Politics; History; Linguistics","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"],"consensus_categories":[],"category_scores_codex":[0.0002182882,0.0002424401,0.0003261372,0.00006242689,0.001464548,0.00033786,0.0004556367,0.0006270733,0.00003208518],"category_scores_gemma":[0.00004736733,0.0002944181,0.0001307226,0.000003081593,0.0005067685,0.000174046,0.000442942,0.0005027298,0.00000506575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730098,"about_ca_system_score_gemma":0.0001261289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004887118,"about_ca_topic_score_gemma":0.0009204735,"domain_scores_codex":[0.9986002,0.00005760903,0.0001160417,0.0004201274,0.0004970924,0.000308885],"domain_scores_gemma":[0.9990651,0.00006283922,0.0002830203,0.0002195133,0.0002360675,0.0001334853],"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":[0.0001037583,0.00003324972,0.002151182,0.0001222143,0.0009844698,0.000627156,0.07903591,4.887576e-7,0.000001441428,0.3367989,0.5671672,0.01297405],"study_design_scores_gemma":[0.0003952229,0.00001630691,0.0007943862,0.0001594819,0.0001326052,0.000001207217,0.0009030644,4.326355e-7,0.000001343057,0.0005717279,0.9966891,0.0003350717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001283966,0.0002885919,0.000005100953,0.0001300622,0.0005734687,0.0002716926,0.00007372504,0.00009135716,0.9984376],"genre_scores_gemma":[0.01496489,0.0004916491,0.00003911418,0.0000912019,0.001071956,9.198059e-7,0.0000193243,0.0000182353,0.9833027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.429522,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780917887863547,"score_gpt":0.223599787543899,"score_spread":0.1957906086652635,"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."}}