{"id":"W4233253243","doi":"10.4324/9781315240480-9","title":"Mediaeval Lords: The Rise of the House of Laval","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Ancient history","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002278112,0.000174737,0.0003437854,0.0000485228,0.0002642555,0.00002792067,0.0008203028,0.00005914052,0.00796215],"category_scores_gemma":[0.00007986069,0.00008091047,0.0004700532,0.000001987454,0.002982668,0.0000427814,0.0001735625,0.0002535054,0.0002074004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001912149,"about_ca_system_score_gemma":0.00005918947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000359135,"about_ca_topic_score_gemma":0.002098378,"domain_scores_codex":[0.9989994,0.00004661492,0.0003471957,0.0001445851,0.0003425764,0.0001196553],"domain_scores_gemma":[0.9982005,0.0001468516,0.0004040914,0.00105039,0.0001594693,0.00003864616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006486407,0.00001129039,0.000002322337,0.00003281187,0.0001407663,0.000002179864,0.002644461,3.086655e-7,0.000001842926,0.9658347,0.03116675,0.0001560295],"study_design_scores_gemma":[0.0000656159,0.00002492222,0.000009473247,0.00006466777,0.0004043237,5.289324e-7,0.000105794,0.00000347474,0.00003516543,0.01812772,0.981056,0.0001023551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008914341,0.0004928078,8.001355e-7,0.0002954252,0.0003880053,0.00009608897,0.0001620051,0.00002327292,0.9984524],"genre_scores_gemma":[0.04059329,0.00006437726,0.000003150363,0.0001386565,0.0006500982,9.15774e-7,0.000001516548,0.00004880371,0.9584992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9498892,"threshold_uncertainty_score":0.9997306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492428871627968,"score_gpt":0.2200072301803474,"score_spread":0.1750829414640677,"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."}}