{"id":"W3034331406","doi":"10.15173/m.v1i37.2505","title":"Viruses in the Modern World","year":2020,"lang":"en","type":"article","venue":"The Meducator","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002390033,0.00005650191,0.00007241443,0.00000301102,0.00008240683,0.000019642,0.0004113385,0.00001213738,0.0005007861],"category_scores_gemma":[0.0000836335,0.0000118304,0.00004314386,0.0002508976,0.00004707924,0.00002771131,0.0000540099,0.00007845792,0.0002105271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003858735,"about_ca_system_score_gemma":0.000002943446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001436884,"about_ca_topic_score_gemma":0.0004766794,"domain_scores_codex":[0.9994312,0.0001526093,0.0000874871,0.0001122199,0.00007030532,0.0001461984],"domain_scores_gemma":[0.9996336,0.0002627475,0.00002360652,0.00003570065,0.000004068813,0.00004029202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003038207,0.0003623849,0.2744159,0.00002297017,0.00005177707,0.00001782879,0.009730631,0.00003070867,0.03187839,0.03991305,0.5473042,0.09596841],"study_design_scores_gemma":[0.00004995297,0.0000630563,0.7110273,0.000003503191,0.00001443987,4.061085e-7,0.002070772,0.0002815891,0.000037311,0.008804525,0.277551,0.00009609033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8715935,0.0002305133,9.02609e-7,0.1224781,0.00004081128,0.0001140999,0.000002788487,0.00001920487,0.005520089],"genre_scores_gemma":[0.958666,0.00001232801,0.000004640123,0.04071188,0.0003611454,0.00001978484,0.000003342649,3.037517e-7,0.0002205644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4366115,"threshold_uncertainty_score":0.5483257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220017031244377,"score_gpt":0.2779935916444147,"score_spread":0.155991888519977,"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."}}