{"id":"W4250574567","doi":"10.1016/s0168-1702(02)00184-3","title":"Introduction","year":2002,"lang":"en","type":"article","venue":"Virus Research","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Computational biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001559157,0.00006024447,0.00006968129,0.0004437618,0.0001650805,0.00007528758,0.0002282822,0.00004938083,0.03651076],"category_scores_gemma":[0.0005777154,0.00005682783,0.00002656983,0.001346483,0.0001935024,0.0001696736,0.00008878295,0.0004710789,0.6218734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878969,"about_ca_system_score_gemma":0.00000894411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002172618,"about_ca_topic_score_gemma":0.0000720388,"domain_scores_codex":[0.9977817,0.0003630861,0.0001064533,0.0002958399,0.0009191047,0.0005338447],"domain_scores_gemma":[0.9990563,0.00007529753,0.00001227782,0.0004957332,0.0002466402,0.0001137529],"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":[0.00001803643,0.00009060718,0.00008314113,0.00000336774,0.000005600965,0.000005474003,0.0001380573,0.000006474934,0.1599695,0.0007887037,0.8315736,0.007317423],"study_design_scores_gemma":[0.0001534548,0.00006566879,0.0005192868,0.000001880489,9.46372e-7,0.000006149765,0.0000418208,0.0009563955,0.03975039,0.0001804263,0.9582599,0.00006361402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6316963,0.001484352,0.00001886331,0.0111728,0.0004611655,0.0006306851,0.00002016127,0.00136194,0.3531537],"genre_scores_gemma":[0.919941,0.0001348198,0.0002105473,0.00002920015,0.003165915,0.00006439447,0.000004458121,0.0002510824,0.0761986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5853627,"threshold_uncertainty_score":0.96437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2487230425001963,"score_gpt":0.4317351918235908,"score_spread":0.1830121493233946,"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."}}