{"id":"W4255969124","doi":"10.16995/ijwwe.4.4","title":"Reviews","year":2017,"lang":"en","type":"article","venue":"International journal of Welsh writing in English","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Welsh; Identity (music); Politics; Poetry; Connection (principal bundle); Classics; Art; History; Literature; Political science; Law; Archaeology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001532309,0.001379441,0.001990778,0.005282221,0.0009257959,0.005610263,0.002737018,0.002759106,0.3359376],"category_scores_gemma":[0.01177001,0.000541496,0.0009642632,0.005015912,0.0008291067,0.004441826,0.002840603,0.00260799,0.271479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002105021,"about_ca_system_score_gemma":0.00658911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048317,"about_ca_topic_score_gemma":0.004803402,"domain_scores_codex":[0.9977025,0.0003328549,0.0003226965,0.0004053433,0.001063477,0.0001730335],"domain_scores_gemma":[0.9932191,0.001289277,0.0006594617,0.0004648795,0.003708423,0.0006589078],"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":[0.00001262793,0.000009176143,0.00003122727,0.002418051,0.00000981702,0.00005215812,0.00004450365,0.00002702113,0.00009078693,0.000966196,0.9284599,0.06787861],"study_design_scores_gemma":[0.00000337836,0.000003790503,0.00005754387,0.001109566,0.000004979654,0.00005569891,0.00002415041,0.000003995502,0.00001656491,0.0002251447,0.998492,0.000003281881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002892358,0.5525257,0.001276224,0.04072784,0.1377198,0.0004535528,0.007505768,0.0007352275,0.2587666],"genre_scores_gemma":[0.003313367,0.4591525,0.001513651,0.04011041,0.0615189,0.0005502176,0.008772137,0.0006304667,0.4244383],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6640624,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04726742452466529,"score_gpt":0.2918133137995604,"score_spread":0.2445458892748951,"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."}}