{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005076182,0.001072899,0.0005382138,0.001709326,0.001637873,0.004069341,0.001065111,0.002517833,0.977555],"category_scores_gemma":[0.001368263,0.0005974486,0.0004553801,0.001587814,0.001063162,0.002704368,0.002885118,0.001361232,0.9775181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007824826,"about_ca_system_score_gemma":0.0005501321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311371,"about_ca_topic_score_gemma":0.00358751,"domain_scores_codex":[0.9996092,0.00003942797,0.00003306385,0.0001304455,0.0001288274,0.00005913096],"domain_scores_gemma":[0.9987997,0.0002787688,0.00005355042,0.0002467673,0.0003172653,0.0003039337],"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":[0.0001142373,0.0001309826,0.0007740573,0.0001927512,0.00001191512,0.0001996238,0.0001404201,0.0001260475,0.002159002,0.003640376,0.5035287,0.4889819],"study_design_scores_gemma":[0.00002497209,0.00002829713,0.001033599,0.0001710763,0.000006679713,0.0002707859,0.0001896712,0.0001788988,0.0005002021,0.0009512489,0.9966276,0.00001693962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004414935,0.000289833,0.0005997901,0.0004873249,0.0004489201,0.00003664054,0.0006810371,0.001275277,0.9957398],"genre_scores_gemma":[0.001513115,0.0001333038,0.0002304666,0.000251469,0.00006151843,0.00001724088,0.0002981288,0.0002092025,0.9972857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02244496,"threshold_uncertainty_score":0.03201491,"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."}}