{"id":"W4327843317","doi":"10.31567/ssd.844","title":"A STYLISH COMPARISON OF THE COMMENTS WRITED ON THE AL-UMDE OF EBU'L-BEREQAT EN-NESEFI (D. 710/1310)","year":2023,"lang":"en","type":"article","venue":"SOCIAL SCIENCE DEVELOPMENT JOURNAL","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biography; Quarter (Canadian coin); Identity (music); Fiqh; Classics; Ancient history; Philosophy; History; Theology; Art; Traditional medicine; Art history; Medicine; Islam; Archaeology","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"],"consensus_categories":[],"category_scores_codex":[0.004089623,0.0001406026,0.0002707565,0.00009860322,0.00660371,0.0002548713,0.001293023,0.0000584622,0.0001468106],"category_scores_gemma":[0.001690349,0.00007723469,0.0001247526,0.002070498,0.002113814,0.0002157312,0.0002722988,0.0003509136,0.00001875948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586266,"about_ca_system_score_gemma":0.0009125979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001354815,"about_ca_topic_score_gemma":0.0001350378,"domain_scores_codex":[0.9963891,0.0003998616,0.0005520831,0.0001912208,0.001925876,0.0005418969],"domain_scores_gemma":[0.9983696,0.0004108684,0.000467927,0.0001190303,0.0005254533,0.0001071479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002759892,0.0001868155,0.1171677,0.00001417104,0.0001004314,0.000003310052,0.7744338,0.000009119562,0.0007001837,0.03261181,0.06752358,0.0072215],"study_design_scores_gemma":[0.0004221624,0.00005556208,0.4075528,0.0001772499,0.00002425357,0.000001448103,0.1306487,0.00003565194,0.001375235,0.0028847,0.4565539,0.0002683255],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352857,0.00004611664,0.000003132712,0.01169031,0.001541017,0.0002593678,0.000008482881,0.00002565757,0.0511402],"genre_scores_gemma":[0.9975153,0.000050578,0.0001353027,0.0007466816,0.0002674876,0.000005452563,0.000001790225,0.000005413161,0.001272039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6437851,"threshold_uncertainty_score":0.9946896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07397675331293616,"score_gpt":0.3960248459993935,"score_spread":0.3220480926864574,"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."}}