{"id":"W4386516140","doi":"10.1515/9780888647702","title":"Prodigal Daughter","year":2009,"lang":"en","type":"book","venue":"University of Alberta Press eBooks","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Daughter; Art; Biology; Evolutionary biology","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":[],"category_scores_codex":[0.00003079994,0.0002253409,0.0003943749,0.00008503655,0.0003244824,0.0000216772,0.0003373942,0.0001236045,0.00102847],"category_scores_gemma":[0.000002763045,0.0002457433,0.0002164575,0.000001322124,0.0006426241,0.00005367299,0.0001397668,0.0002364305,0.00004740922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000170793,"about_ca_system_score_gemma":0.0001083673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009273862,"about_ca_topic_score_gemma":0.03038033,"domain_scores_codex":[0.9992219,0.00001587879,0.0001393476,0.0002674569,0.0001698211,0.0001856383],"domain_scores_gemma":[0.9992617,0.00004570629,0.0002128991,0.0003016556,0.0001268777,0.00005114998],"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":[0.00003016325,0.00001584391,2.226066e-7,0.00007300203,0.0001022556,0.000008529179,0.02803278,1.579323e-7,3.303097e-7,0.4976276,0.4730141,0.001094957],"study_design_scores_gemma":[0.0002927691,0.00008345868,0.000002282471,0.0001340728,0.0001883686,8.469965e-7,0.0002792344,0.000001578407,0.000003053847,0.0001649867,0.9985841,0.0002652385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001149649,0.0002484848,0.000001145927,0.00005286727,0.0002223205,0.000199739,0.00003483628,0.00003121511,0.9991979],"genre_scores_gemma":[0.0003169222,0.00004040933,0.00002618298,0.00006663008,0.0004093765,1.379724e-7,0.00003637915,0.00002078682,0.9990832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.52557,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226116537155071,"score_gpt":0.162302294156412,"score_spread":0.1400411287848612,"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."}}