{"id":"W1609664783","doi":"10.21083/irss.v2i0.701","title":"Reform in Scotland and the Working Class","year":2008,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Class (philosophy); History; Working class; Genealogy; Political science; Computer science; Artificial intelligence; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00809213,0.0004994432,0.001019064,0.005090684,0.01237602,0.01214692,0.001978334,0.00409141,0.01363469],"category_scores_gemma":[0.01042238,0.0002676668,0.0005982259,0.008499887,0.01941642,0.004801746,0.008263325,0.003345644,0.0005862042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02357927,"about_ca_system_score_gemma":0.03442705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2541896,"about_ca_topic_score_gemma":0.3092765,"domain_scores_codex":[0.9938499,0.001506718,0.000217718,0.0003178263,0.001195252,0.002912523],"domain_scores_gemma":[0.9946941,0.001618509,0.0007940941,0.0003243466,0.001001272,0.001567699],"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":[0.0002475277,0.0002673402,0.009444456,0.0009226695,0.000075365,0.001061522,0.05067878,0.0002686654,0.0002852087,0.685783,0.09620783,0.1547576],"study_design_scores_gemma":[0.0001480885,0.0002362664,0.08745005,0.001946948,0.00009364871,0.00023602,0.07034299,0.00007429059,0.0002301032,0.04498731,0.7941622,0.00009205397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2551132,0.2224144,0.0003599881,0.2522064,0.003606174,0.00006814517,0.0005493552,0.00007560851,0.2656069],"genre_scores_gemma":[0.9248963,0.02833463,0.0001434576,0.01925631,0.001436796,0.00004605988,0.0001710955,0.00002858437,0.02568679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2541896,"threshold_uncertainty_score":0.5054201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07623001194636073,"score_gpt":0.3020815214753632,"score_spread":0.2258515095290024,"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."}}