{"id":"W7106660581","doi":"10.5281/zenodo.17716377","title":"25th Anniversary Annual Report","year":2023,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milestone; Annual report","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008311049,0.0003332579,0.0003232003,0.00038306,0.009908067,0.002820718,0.0009868582,0.0001231694,0.04377942],"category_scores_gemma":[0.000432409,0.0003194795,0.0001749387,0.0007122165,0.0006256389,0.0007717211,0.002005909,0.0005263556,0.03751694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166914,"about_ca_system_score_gemma":0.000007054027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003041424,"about_ca_topic_score_gemma":0.000001337523,"domain_scores_codex":[0.9970137,0.0003357321,0.0004981876,0.0007612721,0.0006377903,0.000753249],"domain_scores_gemma":[0.9973217,0.0000224735,0.0002157501,0.0006372217,0.001563402,0.0002394865],"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":[0.00006360948,0.000113684,0.000001368899,0.0001238456,0.0002164543,0.0006598284,0.07064948,0.000006294244,0.0001003399,0.04770485,0.8658529,0.01450734],"study_design_scores_gemma":[0.0004401809,0.0003308144,0.0002399234,0.00008676203,0.00006793211,0.0002875463,0.02680479,0.00005290431,0.00002463118,0.0003719183,0.970917,0.0003755871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006354196,0.001095974,0.00004579765,0.004920936,0.001354125,0.0006851114,0.003136733,0.002525383,0.9798818],"genre_scores_gemma":[0.5735398,0.001466648,0.00003924149,0.0008441045,0.005420838,1.135117e-7,0.01572696,0.004370313,0.398592],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5812898,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019907625036137,"score_gpt":0.244601061105716,"score_spread":0.2044019848553546,"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."}}