{"id":"W4233877954","doi":"10.1007/978-94-007-7747-7_10161","title":"Tabiyah","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Federation of Anglers and Hunters","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004029395,0.0001934763,0.0002278717,0.00008890551,0.00009358476,0.0000129358,0.0001471275,0.00008701027,0.2313266],"category_scores_gemma":[0.000004681681,0.0001068712,0.0001178076,6.603984e-7,0.0005578767,0.00002194688,0.00009279318,0.0001115271,0.007264185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008273546,"about_ca_system_score_gemma":0.00002242625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007207531,"about_ca_topic_score_gemma":0.0007587317,"domain_scores_codex":[0.9993481,0.000004870264,0.000157289,0.0001993925,0.0001207221,0.0001696337],"domain_scores_gemma":[0.9995684,0.0000708716,0.00005752869,0.0002028132,0.00003893426,0.00006146944],"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":[0.000004839532,0.000001461163,1.644579e-7,0.00001165411,0.00003141454,0.00001148676,0.001809573,4.127799e-9,0.000002085399,0.93988,0.02580126,0.03244612],"study_design_scores_gemma":[0.00004731763,0.00003442117,8.893429e-8,0.00003185069,0.00001123983,0.000002820438,0.000006759122,8.087225e-8,0.000003605355,0.3722886,0.6274587,0.0001144555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002272237,0.0002313581,0.00004276226,0.00208597,0.0008711297,0.0000938166,0.00004175942,0.00009514754,0.9965358],"genre_scores_gemma":[0.0005955916,0.00007029505,0.00002964267,0.001484516,0.003558492,0.00000359057,0.00001205546,0.00003657177,0.9942092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6016575,"threshold_uncertainty_score":0.9935088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885596321201088,"score_gpt":0.2002174127765961,"score_spread":0.1713614495645852,"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."}}