{"id":"W6930926173","doi":"10.5281/zenodo.16876397","title":"Isogenoides hansoni","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plateau (mathematics); Appalachian Region; Bioregion; Foothills; West virginia; Vegetation (pathology)","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":[],"consensus_categories":[],"category_scores_codex":[0.00008202517,0.0005998542,0.0001684939,0.001034407,0.0008714923,0.0003458699,0.00031222,0.00025398,0.008055747],"category_scores_gemma":[0.0001590266,0.0001477763,0.0001385745,0.0005576969,0.0003103302,0.0005566714,0.0006020631,0.000398133,0.002350504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005958481,"about_ca_system_score_gemma":0.0003777477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0189969,"about_ca_topic_score_gemma":0.03188644,"domain_scores_codex":[0.9999034,0.00000698612,0.000005347512,0.00003003534,0.00002257114,0.00003160825],"domain_scores_gemma":[0.9999313,0.000008851581,0.00002082818,0.000008021453,0.00001552914,0.00001543471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007945021,0.0005177061,0.1663857,0.0009753632,0.0000556427,0.00500196,0.004761865,0.001230215,0.1407261,0.01187576,0.0245544,0.6431208],"study_design_scores_gemma":[0.00006279051,0.0004159925,0.626416,0.0003661087,0.00009207971,0.005985796,0.003559795,0.0009103677,0.01519764,0.002441718,0.3444873,0.00006442585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6089458,0.005869274,0.00398123,0.0005342481,0.0003570205,0.0003452848,0.002682689,0.000424355,0.37686],"genre_scores_gemma":[0.9546629,0.002403781,0.002487266,0.0004819453,0.0001068515,0.00005910994,0.001889464,0.00001870747,0.03788991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0189969,"threshold_uncertainty_score":0.03777266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095568231595609,"score_gpt":0.2482195432257186,"score_spread":0.2272638609097625,"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."}}