{"id":"W4230819635","doi":"10.3138/flor.20.037","title":"Acadia 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":"Romance; EPIC; Classics; Reading (process); History; Medieval literature; Middle Ages; Literature; Principal (computer security); Art; Ancient history; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004298908,0.001001272,0.0005577187,0.001133385,0.003419787,0.004809049,0.0007681175,0.001356359,0.5811474],"category_scores_gemma":[0.001618515,0.0003231418,0.0004250868,0.0009984842,0.0004148457,0.001774514,0.002236226,0.002335182,0.3941821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002468663,"about_ca_system_score_gemma":0.002931227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007839134,"about_ca_topic_score_gemma":0.0189982,"domain_scores_codex":[0.999356,0.00004362299,0.00003314456,0.0002002758,0.0002347721,0.0001321456],"domain_scores_gemma":[0.9991141,0.00005293234,0.00004096837,0.0000825092,0.000415399,0.0002940824],"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":[0.00007507797,0.00009934442,0.001307769,0.0001826938,0.000008436411,0.0005147603,0.0002122132,0.00004256214,0.0004370175,0.01024804,0.7886526,0.1982196],"study_design_scores_gemma":[0.000006326589,0.0000229828,0.001994466,0.000104618,0.000002931989,0.0001641657,0.0001496893,0.00002972352,0.0001484235,0.0004293115,0.9969421,0.000005185112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002305271,0.003390247,0.0001945976,0.004415275,0.002464734,0.00004817557,0.001775603,0.0004965681,0.9849097],"genre_scores_gemma":[0.005727563,0.00212111,0.0003726104,0.00109844,0.0003636039,0.00005704937,0.001230013,0.0001100328,0.9889197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5811474,"threshold_uncertainty_score":0.5974424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186171913677808,"score_gpt":0.1695805762851409,"score_spread":0.1509633849173602,"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."}}