{"id":"W4401454539","doi":"10.18357/bigr52202422083","title":"Review of Robert L. Nelson’s Frontiers of Empire","year":2024,"lang":"en","type":"article","venue":"Borders in Globalization Review","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Empire; History; Art history; Classics; Environmental ethics; Regional science; Philosophy; Sociology; Ancient history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005408354,0.0006837581,0.001310246,0.004420342,0.001038531,0.003288557,0.001101026,0.002431319,0.003014885],"category_scores_gemma":[0.01374312,0.0003776098,0.0004919551,0.004861436,0.003174452,0.005406064,0.001880597,0.004179266,0.001021692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003390531,"about_ca_system_score_gemma":0.009415218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00646924,"about_ca_topic_score_gemma":0.01559571,"domain_scores_codex":[0.998341,0.0007124543,0.0001697772,0.0001563707,0.0005004397,0.0001199449],"domain_scores_gemma":[0.9902712,0.006199071,0.0005491062,0.000265537,0.002269917,0.0004452091],"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":[0.00005325867,0.00001918078,0.000200119,0.006871823,0.00007044413,0.0001865933,0.0008303907,0.000275551,0.0002199704,0.08560979,0.7354599,0.1702029],"study_design_scores_gemma":[0.000003373924,0.000008543387,0.000363532,0.00340938,0.00001233859,0.0001085242,0.000165644,0.00002041246,0.00003356634,0.005454645,0.9904122,0.00000787405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001118304,0.9577906,0.0001454956,0.03160618,0.007641354,0.000002643064,0.00001589245,0.000003520932,0.002682497],"genre_scores_gemma":[0.003924201,0.966806,0.0002401793,0.01725022,0.00840052,0.000009974864,0.00002476688,0.00001022126,0.003333933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00646924,"threshold_uncertainty_score":0.02860248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202540989630303,"score_gpt":0.3639770643676656,"score_spread":0.3419516544713626,"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."}}