{"id":"W4230946207","doi":"10.1017/9789048526765.007","title":"Isidorian Texts in Seventh-Century Ireland","year":2016,"lang":"en","type":"other","venue":"","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terminology; Irish; History; Quarter (Canadian coin); Classics; Meaning (existential); Conviction; Literature; Art; Linguistics; Philosophy; Political science; Archaeology; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005778659,0.0001824701,0.0002315184,0.0002699771,0.00003621244,0.00004862956,0.0001071372,0.0001525162,0.283622],"category_scores_gemma":[0.000003925399,0.0001149247,0.00006352611,0.000008708726,0.00009678365,0.00003875379,0.00001944226,0.0001519844,0.004210464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003638163,"about_ca_system_score_gemma":0.0000323716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002641428,"about_ca_topic_score_gemma":0.01384913,"domain_scores_codex":[0.9992898,0.00002644504,0.0001506928,0.0002095157,0.0001369119,0.0001866227],"domain_scores_gemma":[0.9996451,0.00001677031,0.00006906324,0.0002019559,0.00001164533,0.00005545979],"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":[0.000004747258,0.00002100771,0.000005306189,0.00004151491,0.00001410718,0.00001443034,0.002965816,4.676747e-10,5.766715e-7,0.1813942,0.8137178,0.001820563],"study_design_scores_gemma":[0.0002816087,0.00001453135,0.000003361123,0.000268066,0.000009439806,6.736706e-7,0.0000879918,5.413717e-8,2.327168e-7,0.0002544912,0.9988852,0.0001943459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001480655,0.007118964,0.000001011026,0.0001317287,0.003417397,0.0001462029,0.00008547912,0.0001071898,0.9889905],"genre_scores_gemma":[0.0002751266,0.0004041286,0.00001099914,0.0004935546,0.004736048,0.00001078169,0.00004309814,0.0001751282,0.9938511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2794116,"threshold_uncertainty_score":0.9965649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007567146077722,"score_gpt":0.2095102814352788,"score_spread":0.1994346099745015,"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."}}