{"id":"W4411324349","doi":"10.53762/akbw5m87","title":"10.53762/akbw5m87","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":[0.0001647126,0.00008298313,0.0001157506,0.00001693853,0.0006598847,0.0001077978,0.0001823092,0.00003900717,0.9816075],"category_scores_gemma":[0.0001683281,0.00007024331,0.00004526381,0.0001804762,0.0001209996,0.00009022706,0.00002161902,0.0000478819,0.9483328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002914607,"about_ca_system_score_gemma":0.00003398392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004793398,"about_ca_topic_score_gemma":0.000004701086,"domain_scores_codex":[0.9992126,0.00005959925,0.0001089334,0.000155006,0.0001990305,0.0002648227],"domain_scores_gemma":[0.9996246,0.00005750869,0.0000157363,0.0001086719,0.00007021624,0.0001232742],"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":[0.00002847758,0.00003629197,0.000004607717,0.000003503368,0.0000245009,0.000008062921,0.01028031,0.000006394436,0.000003679571,0.0001567069,0.5418769,0.4475705],"study_design_scores_gemma":[0.00006882039,0.00003500771,0.0001203902,0.00000776121,0.000008902051,3.038656e-7,0.00005690019,0.000005142668,0.000001328102,0.00003721991,0.9995434,0.0001148465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002476451,0.0001350208,4.294479e-8,0.001002533,0.00001249067,0.0001207025,0.00001137547,0.0001315931,0.9961098],"genre_scores_gemma":[0.002087386,0.000002708022,0.00009921549,0.0001739758,0.0006617315,0.00000897699,0.000005953646,0.000006413164,0.9969537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4576665,"threshold_uncertainty_score":0.5075366,"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."}}