{"id":"W4285351472","doi":"10.1080/00787191.2021.2021023","title":"German Studies at Oxford: Past and Future","year":2021,"lang":"en","type":"article","venue":"Oxford German Studies","topic":"Classical Studies and Philology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"German; History; Linguistics; Philosophy; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.001847774,0.0004922767,0.0005143273,0.002972358,0.003299313,0.01111902,0.0006640067,0.002511006,0.04709728],"category_scores_gemma":[0.00227229,0.0002789252,0.0001561913,0.008447205,0.007971442,0.007998597,0.003002581,0.001272295,0.002011952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008017408,"about_ca_system_score_gemma":0.004859555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02413123,"about_ca_topic_score_gemma":0.051893,"domain_scores_codex":[0.998493,0.0006541843,0.00005872961,0.0001180362,0.0001366466,0.0005394981],"domain_scores_gemma":[0.9967281,0.0009373121,0.0004550882,0.0001452057,0.0002932269,0.001441102],"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":[0.0002418381,0.000101615,0.005775852,0.003104738,0.00004713724,0.0003854558,0.02206738,0.0002146437,0.0004520603,0.6533951,0.1513532,0.1628609],"study_design_scores_gemma":[0.00001865136,0.00003608409,0.01278321,0.002527199,0.0000196027,0.0001101284,0.02951734,0.00004067884,0.0001348097,0.02408963,0.9306998,0.00002282457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0279574,0.7168257,0.0002442005,0.08951442,0.002421339,0.000005793004,0.000287022,0.00003801938,0.1627061],"genre_scores_gemma":[0.577847,0.3368882,0.0004330336,0.008536714,0.002951183,0.00001928585,0.0002158722,0.0000494459,0.07305938],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04709728,"threshold_uncertainty_score":0.1575562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777902110888581,"score_gpt":0.3154192242872746,"score_spread":0.2576402031783888,"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."}}