{"id":"W4411391195","doi":"10.53762/jp0vwg72","title":"10.53762/jp0vwg72","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gender Studies in Language","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":[0.000258287,0.00007296877,0.00009847373,0.00002877172,0.0003196535,0.00003513962,0.0002749682,0.00004452022,0.9957169],"category_scores_gemma":[0.0001024595,0.00007366842,0.00003807733,0.0002315352,0.0001026157,0.00005892771,0.00004503847,0.00005441194,0.9813552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005632828,"about_ca_system_score_gemma":0.00003509281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004096434,"about_ca_topic_score_gemma":0.00001258123,"domain_scores_codex":[0.9991131,0.00007140349,0.00008981083,0.0001629099,0.0002508973,0.0003119102],"domain_scores_gemma":[0.9996004,0.00004942657,0.00001349429,0.0001883124,0.00002996575,0.0001184705],"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":[0.000008835263,0.00001959451,9.397006e-7,0.000001209647,0.00001143492,0.000005873483,0.003253353,0.000007555793,0.000004502396,0.00003837173,0.3087175,0.6879308],"study_design_scores_gemma":[0.00006407358,0.00002631456,0.00006004822,0.000003044184,0.000005954937,4.479778e-7,0.000147503,0.000002615103,0.000005135968,0.00002210705,0.999562,0.0001008034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008095231,0.000102378,4.332352e-7,0.001096361,0.000007980898,0.0001393493,0.000004274853,0.0001455913,0.9976941],"genre_scores_gemma":[0.002648737,0.000001112784,0.0001675759,0.0001473823,0.00026975,0.00001270715,0.000001415139,0.000009780582,0.9967415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6908444,"threshold_uncertainty_score":0.3004111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103973637991861,"score_gpt":0.2416401745874564,"score_spread":0.2312428107882703,"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."}}