{"id":"W4233549211","doi":"10.3138/flor.20.021","title":"University of Manitoba","year":2003,"lang":"en","type":"article","venue":"Florilegium","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); State (computer science); Library science; Archaeology; History; Geography; Computer science; Cartography; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005314369,0.00004447515,0.00007537955,0.00003250876,0.00009433356,0.000009702529,0.0000589346,0.00001886277,0.004252887],"category_scores_gemma":[0.000007511542,0.00004393674,0.00004091009,0.00001225236,0.00009763697,0.00007410273,0.000005631688,0.0000511544,0.0001555662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001523607,"about_ca_system_score_gemma":0.000022815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009475977,"about_ca_topic_score_gemma":0.001203503,"domain_scores_codex":[0.9997076,0.00002160997,0.0000507612,0.00007094975,0.00007325531,0.00007587348],"domain_scores_gemma":[0.9997745,0.00001116308,0.00002835958,0.000105961,0.00005034977,0.00002963531],"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":[0.000006400453,0.00001413667,0.00002815395,0.00001344396,0.000006354303,0.000004607539,0.007845252,2.363358e-7,0.00000549675,0.6460514,0.3460058,0.00001871408],"study_design_scores_gemma":[0.0001114192,0.00002588323,0.0000320375,0.00000593801,0.00001086817,6.622882e-7,0.00250575,0.000001909985,0.000009467076,0.0006754561,0.9965688,0.0000517892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002839915,0.00025112,0.0001033687,0.00003027533,0.02976357,0.00004324389,0.00001945367,0.00002653738,0.9669225],"genre_scores_gemma":[0.7677189,0.0000201012,0.0008298026,0.0003217678,0.01884266,6.413316e-7,0.00002509955,0.00002138058,0.2122197],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.764879,"threshold_uncertainty_score":0.9966574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189032953918535,"score_gpt":0.1636920512665674,"score_spread":0.1447887558747139,"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."}}