{"id":"W4411391001","doi":"10.53762/12h38j66","title":"10.53762/12h38j66","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Linguistic, Cultural, and Literary 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001634984,0.00008261283,0.0001152375,0.00001678786,0.00066423,0.0001059081,0.0001819058,0.00003888793,0.9809051],"category_scores_gemma":[0.0001649718,0.00006996527,0.00004425586,0.000184594,0.0001190914,0.0000893188,0.00002168703,0.00004753593,0.932685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002893135,"about_ca_system_score_gemma":0.0000344883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004677627,"about_ca_topic_score_gemma":0.000004422127,"domain_scores_codex":[0.9992179,0.00005909831,0.0001082638,0.0001542133,0.0001974977,0.0002629786],"domain_scores_gemma":[0.9996261,0.00005611802,0.00001562003,0.0001081827,0.0000711261,0.0001228331],"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":[0.0000287398,0.00003772051,0.000004899563,0.000003615804,0.00002539204,0.000008350109,0.01051409,0.000007950089,0.000003833973,0.0002083592,0.5422612,0.4468958],"study_design_scores_gemma":[0.00006833583,0.00003476986,0.0001052723,0.000007580988,0.000008856992,3.059792e-7,0.00005780417,0.000005092162,0.000001544389,0.00004542094,0.9995506,0.0001143673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002557243,0.0001346235,4.524515e-8,0.001042447,0.00001289425,0.0001196232,0.000008762517,0.0001325748,0.9959918],"genre_scores_gemma":[0.002455262,0.00000271143,0.00008263577,0.0001758225,0.0006986405,0.000008642623,0.000004819974,0.000006539766,0.9965649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4572894,"threshold_uncertainty_score":0.5108787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015297741257744,"score_gpt":0.229774789733833,"score_spread":0.2196218123212556,"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."}}