{"id":"W4243173048","doi":"10.3138/flor.20.031","title":"Carleton University","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":"Middle Ages; Medieval studies; Classics; The Renaissance; Variety (cybernetics); Discipline; History; Medieval history; Sociology; Ancient history; Art history; Social science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00005552199,0.0000598242,0.00006935207,0.00004350344,0.0001782982,0.00003079015,0.00005992398,0.00002335207,0.005787736],"category_scores_gemma":[0.000009890823,0.00005665391,0.00004233292,0.00001653359,0.00007251256,0.0001143913,0.000005810128,0.00007739172,0.000319931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003584287,"about_ca_system_score_gemma":0.00003047737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004170641,"about_ca_topic_score_gemma":0.0001746249,"domain_scores_codex":[0.9996274,0.00003083058,0.00004675345,0.0001018085,0.00008000769,0.0001132437],"domain_scores_gemma":[0.9997612,0.00001202741,0.0000179416,0.0001182073,0.00004056232,0.0000500261],"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":[0.000003614963,0.000006715863,0.000006918288,0.0000042957,0.000003696698,0.000007903583,0.005471965,1.863473e-7,0.00000193863,0.5922651,0.4022176,0.00001003577],"study_design_scores_gemma":[0.0001152671,0.0000213287,0.000007772349,0.000003480775,0.000009981827,0.00000109224,0.0009354793,0.000002108068,0.000005183985,0.0003727985,0.9984481,0.00007741211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008691672,0.0001735084,0.00006184305,0.00006063015,0.04700574,0.00003923399,0.00001462859,0.00005224254,0.951723],"genre_scores_gemma":[0.2278509,0.000009368139,0.0002743262,0.0007848057,0.02928472,0.000001182219,0.00002313428,0.00001881478,0.7417527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5962304,"threshold_uncertainty_score":0.9951211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633613105329576,"score_gpt":0.1643477427574859,"score_spread":0.1480116117041901,"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."}}