{"id":"W4245396718","doi":"10.3138/flor.20.035","title":"University of New Brunswick","year":2003,"lang":"en","type":"article","venue":"Florilegium","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAINT; History; Middle English; Classics; Archaeology; Art history","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":[],"consensus_categories":[],"category_scores_codex":[0.0001631993,0.00005579334,0.0001108346,0.00001192194,0.0003489357,0.000009830395,0.0001339908,0.00005732472,0.0007997943],"category_scores_gemma":[0.0001969318,0.00005457126,0.00006125306,0.0001698497,0.0001845564,0.000122734,0.00002115131,0.00005883574,0.0001135025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009097666,"about_ca_system_score_gemma":0.0003121665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04802985,"about_ca_topic_score_gemma":0.01741372,"domain_scores_codex":[0.9993492,0.00008757667,0.00006252044,0.0001096482,0.0002046345,0.0001863712],"domain_scores_gemma":[0.9996573,0.00004231781,0.00004769946,0.00007867752,0.00007144122,0.0001025283],"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":[0.00001305601,0.00003796598,0.01740888,0.00001021873,0.00004670642,0.000005605662,0.0694478,0.00001754306,0.00001769145,0.3687595,0.5439022,0.0003329351],"study_design_scores_gemma":[0.0001681188,0.00001047339,0.008988746,0.000004647663,0.00001036635,9.861157e-8,0.01224423,0.000001474058,0.00001381388,0.0004780615,0.97801,0.00006998845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1404804,0.0009146621,0.0025846,0.006072239,0.04391113,0.0005951076,0.00000669885,0.0002604961,0.8051747],"genre_scores_gemma":[0.8311929,0.0002767497,0.00773281,0.0001173572,0.007198583,2.490615e-7,0.000002036391,0.00001130584,0.153468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6907125,"threshold_uncertainty_score":0.9717262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172135274545302,"score_gpt":0.2699495171561793,"score_spread":0.2382281644107263,"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."}}