{"id":"W4411324621","doi":"10.53762/zh7cy479","title":"10.53762/zh7cy479","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":[0.0001641136,0.00008261878,0.0001148765,0.00001769902,0.0006597991,0.0001047095,0.0001804436,0.00003881007,0.9798777],"category_scores_gemma":[0.0001516458,0.0000699332,0.00004633343,0.0001873155,0.0001229803,0.00008846215,0.00002037102,0.00004732759,0.9259573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675093,"about_ca_system_score_gemma":0.00003319576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004557948,"about_ca_topic_score_gemma":0.000004505513,"domain_scores_codex":[0.999219,0.00005960288,0.0001080922,0.0001540967,0.00019673,0.0002624525],"domain_scores_gemma":[0.9996324,0.00005667232,0.00001561365,0.0001077277,0.00006587747,0.0001217262],"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":[0.00003064634,0.00003758624,0.000004938818,0.000003659809,0.00002748465,0.000008231284,0.01094068,0.000006794597,0.000003762465,0.0002349351,0.5160305,0.4726708],"study_design_scores_gemma":[0.00006997022,0.00003539054,0.0001222366,0.000007622555,0.000008844641,2.917028e-7,0.00005670373,0.000005212366,0.000001493139,0.00004690515,0.999531,0.0001143246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002331482,0.00014641,4.35211e-8,0.001003896,0.00001234234,0.0001204645,0.000008535183,0.0001307447,0.9962461],"genre_scores_gemma":[0.002443634,0.00000299086,0.00009353215,0.0001746872,0.0006346691,0.000009018711,0.000004758459,0.000006317347,0.9966304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4835005,"threshold_uncertainty_score":0.5074708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013568813201416,"score_gpt":0.2297405702845144,"score_spread":0.2196048821525003,"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."}}