{"id":"W4234254179","doi":"10.5309/willmaryquar.72.4.0704","title":"","year":2015,"lang":"","type":"article","venue":"The William and Mary Quarterly","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empire; Colonialism; Politics; Scholarship; State (computer science); History; State formation; Institution; White (mutation); Political science; Treaty; Government (linguistics); Ethnology; Economic history; Sociology; Ancient history; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.001143329,0.0009400133,0.001311716,0.00008103017,0.02414598,0.002154472,0.0007645675,0.0002238647,0.0001223801],"category_scores_gemma":[0.00004513733,0.0005071483,0.0006452612,0.0002416028,0.003874283,0.00106411,0.00020177,0.0007454439,0.00008080927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151709,"about_ca_system_score_gemma":0.00009208514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00935265,"about_ca_topic_score_gemma":0.01300249,"domain_scores_codex":[0.9949961,0.0006792304,0.001176643,0.0009136289,0.0009603338,0.0012741],"domain_scores_gemma":[0.9969101,0.0003374396,0.0004437082,0.0007095369,0.0005994773,0.0009997319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003058794,0.0002641323,0.0004079859,0.00007414052,0.0008142707,0.00003936642,0.9028845,0.000005016386,0.000008221188,0.02216672,0.03489824,0.03813148],"study_design_scores_gemma":[0.001629405,0.004198207,0.0006968945,0.0000627787,0.001247897,0.00002038437,0.3029623,0.0001419117,6.03578e-7,0.03821327,0.6499372,0.0008891548],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366254,0.03205351,0.00002938657,0.2281099,0.001503767,0.0005212745,0.00006286889,0.00009531642,0.000998606],"genre_scores_gemma":[0.9448439,0.005066074,0.00001831046,0.002678795,0.003907942,0.00007632777,0.00001954392,0.00004400958,0.0433451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.615039,"threshold_uncertainty_score":0.999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763046529746897,"score_gpt":0.2090314275237181,"score_spread":0.1814009622262492,"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."}}