{"id":"W4321369239","doi":"10.1093/alh/ajac302","title":"David M. Higgins, <i>Reverse Colonization: Science Fiction, Imperial Fantasy, and Alt-Victimhood</i>","year":2023,"lang":"en","type":"article","venue":"American Literary History","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fantasy; Colonization; Art; History; Art history; Literature; Archaeology","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":[0.000335856,0.0001451307,0.0002037176,0.0003921333,0.0007945414,0.00005671157,0.0002398424,0.00001690204,0.001095708],"category_scores_gemma":[0.00004991491,0.0001377605,0.00003550835,0.0003420582,0.005588671,0.0009184404,0.00006460231,0.0001151872,0.000214728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354202,"about_ca_system_score_gemma":0.0004522857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004689873,"about_ca_topic_score_gemma":0.00006090024,"domain_scores_codex":[0.9986388,0.00003165334,0.000214124,0.0004103897,0.0003717245,0.0003332912],"domain_scores_gemma":[0.9992588,0.00004011466,0.0001245561,0.0002517371,0.0001153022,0.00020952],"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":[0.00002532095,0.00003455991,0.0003384169,0.00001933729,0.000007246915,0.000031078,0.1614269,0.000001357791,0.001616721,0.008932247,0.8166414,0.01092539],"study_design_scores_gemma":[0.0002215671,0.0002221517,0.0007138253,0.00002156686,0.00001403062,0.00001089279,0.002713091,0.00008570315,0.00001369946,0.00007249332,0.9957365,0.0001744491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7348672,0.004007888,0.00002618456,0.004287096,0.01379754,0.000492374,0.00009363118,0.00107981,0.2413483],"genre_scores_gemma":[0.9395766,0.0003943187,0.0001404959,0.007339883,0.001761882,0.0000350591,0.00006355471,0.00002977966,0.05065845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2047094,"threshold_uncertainty_score":0.9998174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547159201488517,"score_gpt":0.2214195353628726,"score_spread":0.2059479433479874,"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."}}