{"id":"W2915236755","doi":"10.1080/0361526x.2017.1300470","title":"Empire Redefined: Part 2","year":2017,"lang":"en","type":"article","venue":"The Serials Librarian","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geopolitics; Publishing; Decolonization; Empire; Revenue; Profit (economics); Economic history; Political science; History; Economy; Economics; Ancient history; Law; Neoclassical economics; Finance","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001047985,0.00008372645,0.0001365982,0.000007366477,0.004992405,0.0005286962,0.0009872472,0.0001253676,0.00243683],"category_scores_gemma":[0.0003584812,0.00006214702,0.00009544937,0.00003913417,0.0007455454,0.000755575,0.00009190746,0.000108302,0.0002859713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002664321,"about_ca_system_score_gemma":0.0001934721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280554,"about_ca_topic_score_gemma":0.0003370206,"domain_scores_codex":[0.998937,0.0003010113,0.0001434963,0.0001535304,0.0001928041,0.000272167],"domain_scores_gemma":[0.9989411,0.00006591273,0.0001783536,0.0006894094,0.00001662624,0.0001085571],"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":[0.00002819415,0.00002442556,0.002796002,0.000005153935,0.00003158082,0.000006945704,0.03128637,0.000001193253,0.0002585876,0.6354555,0.3287914,0.001314542],"study_design_scores_gemma":[0.000124836,0.00001051922,0.008091512,0.00001004126,0.0000123857,3.400953e-7,0.002371364,2.391618e-7,0.0002052258,0.007397123,0.9816716,0.0001048019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2070639,0.00005652365,0.000005605159,0.05064491,0.004363468,0.000345908,0.0000270078,0.0002131597,0.7372795],"genre_scores_gemma":[0.9224963,0.00006587541,0.00009993502,0.0007494212,0.002783688,0.00001017813,0.000003590202,0.00001188601,0.07377914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7154323,"threshold_uncertainty_score":0.9984751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08930918077341558,"score_gpt":0.3275335251642025,"score_spread":0.2382243443907869,"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."}}