{"id":"W4230383401","doi":"10.14322/publons.r2576020","title":"10.14322/publons.r2576020","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Economic Analysis and Policy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003784452,0.0004472887,0.001190853,0.0007643937,0.0001175278,0.0002042039,0.0009166175,0.0004158778,0.9967847],"category_scores_gemma":[0.00007063285,0.0005571243,0.0004093112,0.0003451814,0.00005238259,0.0001365973,0.0001608185,0.0003465445,0.9980795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671336,"about_ca_system_score_gemma":0.00004500556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247372,"about_ca_topic_score_gemma":0.000006864085,"domain_scores_codex":[0.9974921,0.00001642051,0.001067043,0.0008257501,0.00004081755,0.000557811],"domain_scores_gemma":[0.9978607,0.00005847407,0.0004879612,0.001257888,0.00002167143,0.0003133377],"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":[0.00001694916,0.0000648331,4.234635e-7,0.00002062544,0.0001741476,0.000004394875,0.000003424557,0.00004093472,1.703692e-8,0.00007196826,0.9929109,0.006691397],"study_design_scores_gemma":[0.0002001956,0.00007858272,0.000008905309,0.00001689433,0.0000468831,0.000004023692,2.725286e-7,0.00006278475,2.163193e-7,0.000227521,0.9987093,0.0006443971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000001833848,0.0004153854,2.112604e-7,0.0002488631,0.00001150165,0.0001191098,0.5359994,0.00002504358,0.4631787],"genre_scores_gemma":[2.163922e-7,0.00002624751,0.00001406236,0.0003025281,0.0004205012,0.00002722217,0.4560745,0.00003005728,0.5431046],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07992593,"threshold_uncertainty_score":0.999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591517673376677,"score_gpt":0.1803077931548682,"score_spread":0.1643926164211015,"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."}}