{"id":"W4411391513","doi":"10.53762/7whvmm20","title":"10.53762/7whvmm20","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":[0.0001621427,0.00008270453,0.0001157373,0.00001659362,0.0006521572,0.0001056346,0.0001815743,0.00003877463,0.9803875],"category_scores_gemma":[0.0001645684,0.00007005843,0.00004514197,0.0001796917,0.0001201195,0.00008861561,0.00002152005,0.00004777577,0.9325011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002863005,"about_ca_system_score_gemma":0.00003431124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004853312,"about_ca_topic_score_gemma":0.000005128531,"domain_scores_codex":[0.9992167,0.00005915582,0.0001085393,0.0001546641,0.000198442,0.0002625069],"domain_scores_gemma":[0.9996284,0.00005728609,0.0000156934,0.00010722,0.00006712557,0.0001242553],"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":[0.00003065877,0.00003778205,0.00000514968,0.00000372084,0.00002586662,0.00000839027,0.01113723,0.000006429801,0.000003777806,0.0002090108,0.5432017,0.4453303],"study_design_scores_gemma":[0.00006896019,0.00003601294,0.0001219472,0.000007631525,0.000008870129,2.94007e-7,0.00005614284,0.000005232154,0.000001560275,0.00004648856,0.9995324,0.0001144586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002300993,0.000131507,4.344824e-8,0.001049344,0.00001224762,0.0001204017,0.000009128016,0.0001316249,0.9962447],"genre_scores_gemma":[0.002581147,0.000002563535,0.00009782124,0.0001768978,0.0006677528,0.000008844847,0.000004866191,0.000006394982,0.9964537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4563307,"threshold_uncertainty_score":0.5015932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018704689785119,"score_gpt":0.2294144382467246,"score_spread":0.2192273913488734,"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."}}