{"id":"W4213041401","doi":"10.1093/gmo/9781561592630.article.o009458","title":"Guelph","year":2002,"lang":"en","type":"book","venue":"Oxford Music Online","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001908406,0.0008690538,0.0009675908,0.0005039215,0.0001019047,0.00006010121,0.0008058292,0.0008222612,0.01876616],"category_scores_gemma":[0.00008964555,0.0008723592,0.0004402387,0.0002500394,0.0002004682,0.0001319657,0.0002953105,0.001209965,0.02136938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007466932,"about_ca_system_score_gemma":0.0004567052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009088386,"about_ca_topic_score_gemma":0.0003981737,"domain_scores_codex":[0.9967158,0.00004459092,0.0007087362,0.0009045256,0.0008621886,0.0007641034],"domain_scores_gemma":[0.9973347,0.00008745676,0.0005301748,0.00155149,0.0002052264,0.0002909965],"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":[0.00002032787,0.0002855513,0.000004927683,0.0001059361,0.0001356741,0.0001723913,0.00005611702,0.000005751255,0.00007220571,0.001411718,0.9683978,0.02933159],"study_design_scores_gemma":[0.0007548045,0.0001092459,0.00008249463,0.000328331,0.0002600377,0.00005317922,0.000006096901,0.0002174003,0.000002971561,0.002890399,0.994412,0.0008830118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002377726,0.001449212,0.00001418783,0.0001579629,0.001230076,0.0005915712,0.00530426,0.0008609407,0.990154],"genre_scores_gemma":[0.00004365468,0.0003781988,0.002646593,0.001011011,0.005398012,0.00001953063,0.009789075,0.0008521906,0.9798617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02844858,"threshold_uncertainty_score":0.9993727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661047239706087,"score_gpt":0.2634846766816615,"score_spread":0.2168742042846007,"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."}}