{"id":"W7095479274","doi":"","title":"at","year":2013,"lang":"en","type":"article","venue":"","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Control (management); Subject (documents)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001570924,0.00001760855,0.00001873316,0.00001552155,0.00013651,0.00003711157,0.00002925129,0.000004775895,0.270385],"category_scores_gemma":[0.000004265126,0.00001412883,0.00001423361,0.000003467068,0.00003958959,0.000173631,0.00001071993,0.00001131399,0.0183167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001461857,"about_ca_system_score_gemma":0.000002100929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004745403,"about_ca_topic_score_gemma":0.001594725,"domain_scores_codex":[0.9998452,0.000003329787,0.00003328737,0.00003497023,0.00004785355,0.00003535522],"domain_scores_gemma":[0.9998986,0.000009625036,0.000007058133,0.00003338098,0.00003697507,0.00001442956],"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":[2.242466e-7,0.000004910539,0.0001115569,5.747777e-7,0.00000145713,1.113602e-7,0.000446168,4.053921e-8,0.00002929086,0.5719543,0.427234,0.0002173368],"study_design_scores_gemma":[0.00002969773,0.000003632364,0.001515322,4.187634e-7,8.777242e-7,3.255945e-7,0.00006940037,0.000007060959,0.00007516974,0.00701094,0.9912596,0.00002760144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1892069,0.00002808818,0.000001573074,0.0002077232,0.0002545127,0.00002551337,5.549933e-7,0.00003146813,0.8102436],"genre_scores_gemma":[0.5118714,5.236222e-7,0.00001250788,0.0003384827,0.0001157806,0.000004234696,0.000001542101,0.000001078912,0.4876544],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5649434,"threshold_uncertainty_score":0.9824476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463398496268021,"score_gpt":0.180002926556005,"score_spread":0.1553689415933248,"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."}}