{"id":"W4397013069","doi":"10.4324/9781003101895-26","title":"The Empire of Larger Hope","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empire; History; Ancient history","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":[0.001822476,0.0004839291,0.0004021115,0.0008948539,0.007096576,0.008048469,0.0006801692,0.001393551,0.03096232],"category_scores_gemma":[0.002980874,0.0004087234,0.0003887548,0.0006425324,0.01287325,0.008019622,0.004173511,0.005714906,0.003817679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010178,"about_ca_system_score_gemma":0.005780926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857595,"about_ca_topic_score_gemma":0.05822634,"domain_scores_codex":[0.9988784,0.0004478784,0.00002387702,0.00014657,0.000246066,0.0002571233],"domain_scores_gemma":[0.9990959,0.0003278177,0.00004109511,0.0002250866,0.0001374344,0.00017269],"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":[0.000003873895,0.000003602661,0.00004017317,0.000008639441,0.000001138987,0.00001604532,0.001100779,0.00005199434,0.00001150843,0.9663577,0.02876552,0.003639034],"study_design_scores_gemma":[0.000005207172,0.000004761102,0.0001335905,0.00006223637,0.000001495981,0.00003186395,0.0008460442,0.0001309654,0.00003027616,0.1697157,0.8290334,0.000004446224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001625757,0.002872255,0.001768386,0.01140961,0.0005781251,0.00001537901,0.00003981133,0.00004789357,0.9816428],"genre_scores_gemma":[0.2822752,0.003274689,0.002388194,0.005962875,0.0005841882,0.00009551383,0.0001051301,0.0002409303,0.7050734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03096232,"threshold_uncertainty_score":0.1035793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272747990932642,"score_gpt":0.1924877100743647,"score_spread":0.1797602301650383,"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."}}