{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162125,0.00008346155,0.0003666643,0.00003203673,0.0000501532,0.000006515234,0.0001873745,0.00007266981,0.0004149394],"category_scores_gemma":[0.000422385,0.00008136245,0.000166954,0.001172691,0.0001803845,0.000144476,0.00001396195,0.00006395712,0.000007222833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562355,"about_ca_system_score_gemma":0.0003350087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004138313,"about_ca_topic_score_gemma":0.0001312063,"domain_scores_codex":[0.9986529,0.0002918681,0.0004969517,0.000160917,0.0002650442,0.0001323089],"domain_scores_gemma":[0.9995126,0.00002429809,0.0001490641,0.0001522503,0.000117527,0.00004432381],"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":[7.642664e-7,0.00002241443,0.002757025,0.04364417,0.00001837888,0.000001422579,0.001021622,0.000004478694,4.289374e-7,0.03665262,0.9065056,0.009371083],"study_design_scores_gemma":[0.00003267335,0.000006223178,0.00008700397,0.06560001,0.00005476888,2.505383e-7,0.000229288,0.000006760617,8.434143e-7,0.0001812021,0.933728,0.00007290906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002018366,0.9772397,0.0008867238,0.002704314,0.0004630747,0.0005115775,0.00001329479,0.00003308068,0.01812809],"genre_scores_gemma":[0.002008102,0.9941256,0.0004935504,0.002531651,0.00002342963,0.00001367715,0.00001790891,0.00000650049,0.0007795609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03647142,"threshold_uncertainty_score":0.4543296,"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."}}