{"id":"W4411396292","doi":"10.53762/4p3n3t97","title":"10.53762/4p3n3t97","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Elegy; Arabic; Islam; Fiqh; Poetry; Literature; Jurisprudence; History; Classics; Sociology; Philosophy; Art; Sharia; Theology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001567519,0.00004296148,0.00006188928,0.00002536598,0.0002369718,0.00002806434,0.0001173345,0.00002441898,0.9960487],"category_scores_gemma":[0.0000759338,0.00004209167,0.00002316963,0.0001780886,0.00006543771,0.00005003102,0.00001007508,0.00002880334,0.9817709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003300294,"about_ca_system_score_gemma":0.0000508306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002731224,"about_ca_topic_score_gemma":0.000005418041,"domain_scores_codex":[0.9995074,0.00004128049,0.00006579593,0.00009437061,0.0001313364,0.0001598243],"domain_scores_gemma":[0.9997663,0.00004153809,0.00001003112,0.00008428559,0.00003381598,0.00006400138],"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":[0.000003411639,0.00001787353,0.000001690579,4.553382e-7,0.000004219069,1.95966e-7,0.002050888,9.338639e-7,0.000001918092,0.00009228088,0.5138871,0.483939],"study_design_scores_gemma":[0.00003959685,0.00001459288,0.00017898,0.000003164778,0.000003153935,1.094655e-7,0.0001438313,0.000001469562,0.000002744887,0.00003695733,0.9995151,0.00006035217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001660696,0.00005362942,7.122614e-8,0.004845783,0.000007778654,0.00008044935,0.000001538205,0.00007439667,0.9932756],"genre_scores_gemma":[0.001239534,0.000003643057,0.00003943299,0.000226296,0.0002421186,0.00000980458,0.000001153626,0.000004285264,0.9982337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4856279,"threshold_uncertainty_score":0.182262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469593545071446,"score_gpt":0.265205412033538,"score_spread":0.2505094765828236,"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."}}