{"id":"W4390925493","doi":"10.1515/9781771103916-002","title":"Acknowledgements","year":2018,"lang":"en","type":"book-chapter","venue":"Pontifical Institute of Mediaeval Studies eBooks","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003714622,0.0005522435,0.001088757,0.0002353046,0.0004080125,0.00006210434,0.0004318129,0.0002784838,0.0170354],"category_scores_gemma":[0.000269232,0.0004437448,0.0003787139,0.000005704577,0.004874865,0.00009948367,0.0002592102,0.0005031468,0.004439467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352049,"about_ca_system_score_gemma":0.000127151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003579059,"about_ca_topic_score_gemma":0.001377779,"domain_scores_codex":[0.9974978,0.00002173286,0.0008589269,0.0005578924,0.0007119645,0.0003516633],"domain_scores_gemma":[0.9972188,0.00009033729,0.0004175882,0.0005171375,0.001583906,0.0001722343],"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":[0.00006688361,0.00002681654,1.602506e-7,0.0004242306,0.000757804,0.00003357963,0.02389664,1.639413e-8,0.00001100461,0.4099697,0.5588742,0.005938958],"study_design_scores_gemma":[0.0003235092,0.0001786054,3.965929e-7,0.0006326735,0.0003858447,0.000001299463,0.0002765328,5.436311e-7,0.00005286266,0.01784089,0.979885,0.0004217904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000789641,0.008442289,0.000002835557,0.00007083223,0.02994647,0.0003924172,0.0002136743,0.00008873389,0.9607638],"genre_scores_gemma":[0.0004158183,0.0002776597,0.00008425324,0.0002484735,0.01011456,0.0000280932,0.00009376808,0.00006828145,0.9886691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4210109,"threshold_uncertainty_score":0.9998015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09876158518964538,"score_gpt":0.2793094897470917,"score_spread":0.1805479045574463,"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."}}