{"id":"W4409613098","doi":"10.1080/03086534.2025.2492827","title":"The Empire as a Social Machine: Robert Wilmot-Horton on Emigration, Population and Capital Accumulation","year":2025,"lang":"en","type":"article","venue":"The Journal of Imperial & Commonwealth History","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emigration; Empire; Capital (architecture); Population; Social capital; History; Economic geography; Sociology; Ancient history; Economics; Demography; Archaeology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009772242,0.0001852665,0.0001923729,0.0006368097,0.004635211,0.003241067,0.0005220153,0.001087532,0.001444704],"category_scores_gemma":[0.001116892,0.0001313465,0.00007190242,0.0009632899,0.01457346,0.00225712,0.002126779,0.001763298,0.0001875598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004519419,"about_ca_system_score_gemma":0.002199835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03368739,"about_ca_topic_score_gemma":0.0484099,"domain_scores_codex":[0.9991115,0.0005811431,0.00001004462,0.00006739706,0.0001036351,0.0001263174],"domain_scores_gemma":[0.9996226,0.0002038117,0.00004766492,0.00002003148,0.00004126865,0.00006460778],"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":[0.00003188114,0.00003555676,0.001551351,0.00007807132,0.000006894328,0.0007153613,0.10836,0.0003646997,0.0001985812,0.8260497,0.03682045,0.02578747],"study_design_scores_gemma":[0.000009212694,0.00003786058,0.005891148,0.0003712571,0.000005876242,0.000382188,0.03368908,0.0002572718,0.0002567654,0.09912999,0.8599442,0.00002518953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.269458,0.1239152,0.001740815,0.1708263,0.001045575,0.00003116961,0.000033546,0.00002469475,0.4329247],"genre_scores_gemma":[0.9312328,0.02243462,0.0004036375,0.004334923,0.0005377796,0.0000141704,0.000006637759,0.00001852966,0.04101701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03368739,"threshold_uncertainty_score":0.06698263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085616189895329,"score_gpt":0.3508246540067068,"score_spread":0.3199684921077535,"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."}}