{"id":"W4243981975","doi":"10.1017/s006723781200001x","title":"AHY volume 43 Cover and Front matter","year":2012,"lang":"en","type":"article","venue":"Austrian History Yearbook","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Front cover; Cover (algebra); Front (military); Volume (thermodynamics); Action (physics); Content (measure theory); Geography; Mathematics; Engineering; Physics; Mechanical engineering; Meteorology; Mathematical analysis; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003088474,0.0001086603,0.0002388321,0.0001138319,0.0000657382,0.00002221211,0.00009968137,0.00006387988,0.1389305],"category_scores_gemma":[0.00002343218,0.00013087,0.00005958069,0.00002143307,0.0001394139,0.0002952804,0.00007599808,0.00007914693,0.3129413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000398485,"about_ca_system_score_gemma":0.00001192161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156172,"about_ca_topic_score_gemma":0.000001176522,"domain_scores_codex":[0.9991622,0.00000645519,0.0002505951,0.0002636737,0.0000207315,0.0002963665],"domain_scores_gemma":[0.9995031,0.00001624523,0.0001314361,0.0002259701,0.000007193809,0.0001161024],"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":[0.000004083265,0.00001890402,0.07851747,0.00000459515,0.00002821717,6.670678e-7,0.0008020573,7.491548e-7,0.000001880054,0.004079302,0.9164699,0.00007220177],"study_design_scores_gemma":[0.0002598872,0.000008417173,0.02607296,0.000002825886,0.000006828996,0.000001542912,0.00007063985,0.00002171743,0.000001769229,0.0001218968,0.9732676,0.0001638986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01377601,0.007342883,0.00005346982,0.0001797996,0.004261284,0.0001196625,0.00008715925,0.00002789766,0.9741518],"genre_scores_gemma":[0.1216566,0.00004822386,0.0001146846,0.0006890336,0.0002490165,0.000009287309,0.000003401574,0.0000143992,0.8772154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1740108,"threshold_uncertainty_score":0.8618566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04569733035339775,"score_gpt":0.1830664204253229,"score_spread":0.1373690900719251,"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."}}