{"id":"W7010204064","doi":"","title":"Highways, law and governance : Parish of Halifax, c.1550-1700","year":2025,"lang":"en","type":"other","venue":"Lancaster EPrints (Lancaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statutory law; Corporate governance; Statute; Government (linguistics); Service (business); Liability; Diversity (politics); State (computer science); Politics; Scholarship","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001842153,0.0008928837,0.001392613,0.0009790848,0.0000947755,0.00007926564,0.001110016,0.0007550204,0.004484023],"category_scores_gemma":[0.00002246806,0.001004634,0.0002596269,0.001040621,0.0006173626,0.0002736953,0.001245602,0.0006406088,0.003617143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327665,"about_ca_system_score_gemma":0.0001588175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962734,"about_ca_topic_score_gemma":0.003390795,"domain_scores_codex":[0.9965072,0.0002517067,0.0004942836,0.0013933,0.0005698794,0.0007836486],"domain_scores_gemma":[0.9969161,0.00009934347,0.0009240836,0.001637651,0.0001439896,0.0002788933],"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":[0.0007124661,0.0004724557,0.04780668,0.001695156,0.001599079,0.001061811,0.0004081763,2.90215e-7,0.0004012265,0.1839398,0.7588257,0.003077226],"study_design_scores_gemma":[0.002316738,0.00005828006,0.02530148,0.001712426,0.0003116936,0.0000243858,0.00009759644,0.00001979395,0.0002714349,0.00007072256,0.9689542,0.0008612745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001270119,0.0006175942,0.0002931351,0.0000923223,0.0005637612,0.0006537225,0.002894713,0.0005064043,0.9931082],"genre_scores_gemma":[0.02551652,0.0002932296,0.001064376,0.0003174884,0.000253697,0.000002539037,0.0001218223,0.0006517905,0.9717785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2101285,"threshold_uncertainty_score":0.9992404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010513073350318,"score_gpt":0.19849328796243,"score_spread":0.1883881572289268,"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."}}