{"id":"W1628714782","doi":"","title":"Medieval diplomatic history : France and the Welsh, 1163-1417","year":2012,"lang":"en","type":"dissertation","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cardiff University; York University; Yale University","keywords":"Welsh; Power (physics); Diplomatic history; Bracketing (phenomenology); Political science; Diplomacy; History; International relations; Media studies; Sociology; Law; Politics; Epistemology; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":["sts"],"category_scores_codex":[0.001274421,0.0005414222,0.001204038,0.0007191994,0.001942438,0.0001449497,0.001066047,0.0003349831,0.001134622],"category_scores_gemma":[0.0007795537,0.0004640586,0.0006206029,0.0002425099,0.002900441,0.0004316869,0.0004684388,0.001860032,0.0002178604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701421,"about_ca_system_score_gemma":0.0004125936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003913774,"about_ca_topic_score_gemma":0.007333305,"domain_scores_codex":[0.9947724,0.0009568227,0.0004250997,0.0007605589,0.001851172,0.001233985],"domain_scores_gemma":[0.996613,0.001001368,0.0002452847,0.0007461509,0.0008638179,0.0005303264],"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":[0.001779222,0.001035888,0.0003248859,0.002621941,0.004170996,0.0008525447,0.1020816,0.000003715132,0.00008462381,0.1981948,0.6353871,0.05346268],"study_design_scores_gemma":[0.001592593,0.00008026823,0.001563568,0.00026259,0.0003763741,0.00000601896,0.01651346,0.00001580053,0.000001985086,0.0003961771,0.9786904,0.0005006975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06828754,0.06985743,0.000004546745,0.002346529,0.004699223,0.001593287,0.0005612643,0.0002784615,0.8523717],"genre_scores_gemma":[0.1759515,0.01499746,0.00006065141,0.000110016,0.005512703,0.00003165879,0.0009577061,0.0001876706,0.8021906],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3433033,"threshold_uncertainty_score":0.9998131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05863043213035189,"score_gpt":0.2660147911402434,"score_spread":0.2073843590098915,"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."}}