{"id":"W4411312199","doi":"10.53762/vdn3e882","title":"10.53762/vdn3e882","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":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006024739,0.0011246,0.0006113895,0.001693266,0.00158465,0.004354341,0.001091246,0.002826314,0.969508],"category_scores_gemma":[0.00147026,0.0005282495,0.0005450849,0.001535898,0.001102255,0.002847504,0.002966701,0.001402174,0.9692355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300293,"about_ca_system_score_gemma":0.0007158008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003348128,"about_ca_topic_score_gemma":0.003509498,"domain_scores_codex":[0.9994999,0.00005803492,0.00005083559,0.0001508674,0.0001673406,0.00007301806],"domain_scores_gemma":[0.9989572,0.0002188443,0.00005770998,0.0002169597,0.0003241328,0.0002251268],"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":[0.0001762007,0.0001263031,0.001425996,0.0002758304,0.00001357941,0.0003285403,0.0001241374,0.000240538,0.002125992,0.006586635,0.3781523,0.6104239],"study_design_scores_gemma":[0.00002579605,0.0000253347,0.000933262,0.0002273934,0.000006003291,0.0004187865,0.0001869715,0.0002569419,0.000546375,0.001306624,0.9960493,0.00001710924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006033518,0.0004625926,0.0007484598,0.0005721954,0.0004670607,0.00003852882,0.0007157502,0.0007366083,0.9956555],"genre_scores_gemma":[0.002383495,0.0002117741,0.0003679118,0.0001994638,0.00005294397,0.00002379647,0.0003599121,0.0001529227,0.9962477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03049201,"threshold_uncertainty_score":0.04349315,"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."}}