{"id":"W6968723150","doi":"10.5281/zenodo.7023056","title":"philipplk/metis: v1.0.1","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Context (archaeology); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00223631,0.002606083,0.00160224,0.002293816,0.001067564,0.005654342,0.004401034,0.002891766,0.5161148],"category_scores_gemma":[0.005230124,0.001887698,0.001224726,0.002129311,0.0007133812,0.004697476,0.004082447,0.00286785,0.7018295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492481,"about_ca_system_score_gemma":0.001429708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006016437,"about_ca_topic_score_gemma":0.004897468,"domain_scores_codex":[0.9986143,0.0002697102,0.0000767641,0.0001858461,0.0006351898,0.000218119],"domain_scores_gemma":[0.9982748,0.0002852904,0.0001001282,0.000617587,0.0004799907,0.0002423411],"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":[0.0001838396,0.00002569609,0.00008786056,0.0001870906,0.0000131204,0.00003459651,0.00004122507,0.0003642276,0.0006778918,0.004300102,0.9746318,0.01945253],"study_design_scores_gemma":[0.00008236318,0.00002920776,0.0002296124,0.00007306256,0.000008130613,0.00008161233,0.00001816612,0.001735676,0.002253577,0.004516179,0.9909265,0.00004575213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001241549,0.0006531953,0.05425822,0.001333257,0.0007596817,0.0003870757,0.1435269,0.4861625,0.3116777],"genre_scores_gemma":[0.01289792,0.0006507856,0.02910394,0.001132003,0.0003802842,0.000865919,0.2524579,0.3537933,0.348718],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5161148,"threshold_uncertainty_score":0.6902034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225434335392154,"score_gpt":0.2462196035443292,"score_spread":0.2139652601904077,"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."}}