{"id":"W4411312169","doi":"10.53762/vhj90632","title":"10.53762/vhj90632","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":[0.0001661658,0.00008298243,0.0001157651,0.00001687811,0.0006613388,0.0001063826,0.0001820335,0.00003901496,0.980811],"category_scores_gemma":[0.0001669696,0.00007024152,0.00004525957,0.0001799708,0.0001213851,0.00008924113,0.00002158254,0.0000476551,0.9326232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000291431,"about_ca_system_score_gemma":0.0000346022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004882621,"about_ca_topic_score_gemma":0.000004780092,"domain_scores_codex":[0.9992127,0.00005954963,0.0001091827,0.0001550077,0.0001987537,0.0002648436],"domain_scores_gemma":[0.9996255,0.0000578925,0.0000157277,0.0001085722,0.00006912387,0.0001231942],"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":[0.00002991353,0.00004463272,0.000004627164,0.000003685203,0.00002577814,0.000008481516,0.01018082,0.000006636699,0.000003802024,0.0001978084,0.5344564,0.4550374],"study_design_scores_gemma":[0.00006863779,0.00003492656,0.0001349195,0.000007774764,0.000008900538,3.00964e-7,0.00005199805,0.000005160662,0.000001521811,0.00004451764,0.9995265,0.0001148522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002444044,0.0001371536,4.292362e-8,0.0009971573,0.00001249124,0.0001207473,0.000008882392,0.0001315969,0.9961479],"genre_scores_gemma":[0.002433418,0.000002669395,0.00009865678,0.0001748522,0.0006665818,0.000008981739,0.000004775155,0.000006410712,0.9966037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.46507,"threshold_uncertainty_score":0.508655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035617337072749,"score_gpt":0.2296989750231298,"score_spread":0.2193428016524023,"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."}}