{"id":"W4411397508","doi":"10.53762/w9vdv744","title":"10.53762/w9vdv744","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":true,"ca_institutions":"","funders":"","keywords":"Ruler; Syllabus; Nothing; Islam; Arabic; Identity (music); Politics; Power (physics); National identity; Political science; History; Ancient history; Sociology; Law; Art; Philosophy; Aesthetics; Archaeology; 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":[0.0001583218,0.00004313935,0.00006223503,0.00002542752,0.0002418293,0.00002826326,0.0001177136,0.0000247713,0.9960508],"category_scores_gemma":[0.00007642767,0.00004222202,0.00002325181,0.0001804143,0.00006558467,0.00005021632,0.00001009861,0.00002952237,0.9814244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003287416,"about_ca_system_score_gemma":0.00005169793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002788044,"about_ca_topic_score_gemma":0.000005421465,"domain_scores_codex":[0.9995052,0.00004158316,0.00006604662,0.00009472397,0.0001320706,0.0001603321],"domain_scores_gemma":[0.9997656,0.00004137925,0.00001006264,0.00008455986,0.00003414131,0.0000642026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003405946,0.00001777958,0.000001676095,4.520054e-7,0.00000419486,1.91107e-7,0.002051414,9.206333e-7,0.000001917223,0.0000910739,0.4976707,0.5001563],"study_design_scores_gemma":[0.00003972192,0.000014632,0.0001798582,0.00000319194,0.000003165244,1.079032e-7,0.0001414971,0.000001500234,0.000002740008,0.00003673915,0.9995163,0.00006052936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001684074,0.00005399605,6.996376e-8,0.004954976,0.000007847349,0.00008114958,0.000001512758,0.00007473736,0.9931417],"genre_scores_gemma":[0.001223545,0.000003768143,0.00003951658,0.0002312053,0.0002438087,0.000009831862,0.000001143412,0.000004297007,0.9982429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5018457,"threshold_uncertainty_score":0.185998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497385315642111,"score_gpt":0.2648823522549476,"score_spread":0.2499084990985264,"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."}}