{"id":"W6930411370","doi":"10.5281/zenodo.11851184","title":"Soda pdf key","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Risk and Portfolio Optimization","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Password; Upload; License; File Transfer Protocol; Download","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001763934,0.0002687199,0.0003215194,0.001222816,0.0007610084,0.003047277,0.002212493,0.0002480656,0.358561],"category_scores_gemma":[0.001656766,0.0002331974,0.0001407972,0.001552721,0.0001896317,0.0001828679,0.00140554,0.000425262,0.579782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008561544,"about_ca_system_score_gemma":0.000007890812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003545003,"about_ca_topic_score_gemma":0.000001553121,"domain_scores_codex":[0.996287,0.0004531183,0.000517501,0.0009175354,0.001425266,0.0003995388],"domain_scores_gemma":[0.9977928,0.00004372439,0.0003038902,0.001091586,0.0005283523,0.0002396807],"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":[0.000009749276,0.00003202647,5.679811e-7,0.00001790188,0.00003596983,0.00002331719,0.0002920279,0.00003048184,0.0000184084,0.003088735,0.905154,0.09129678],"study_design_scores_gemma":[0.0001653548,0.00007364155,0.0000118039,0.00006694259,0.00002432033,0.00005989888,0.000150187,0.0003196378,0.00001193139,0.002443488,0.9964157,0.000257077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008987961,0.0006994259,0.006326574,0.0006027493,0.0006774295,0.0003928705,0.0003801287,0.001462888,0.989449],"genre_scores_gemma":[0.0007724507,0.001040527,0.000544681,0.0001447231,0.0006824478,3.452475e-8,0.001379108,0.009337488,0.9860985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.221221,"threshold_uncertainty_score":0.9979876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08198313988006813,"score_gpt":0.3301538412254809,"score_spread":0.2481707013454128,"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."}}