{"id":"W2555703244","doi":"10.1017/s0031182016002080","title":"The remarkable Dr Robertson","year":2016,"lang":"en","type":"article","venue":"Parasitology","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Biology; Parasitology; Trichomoniasis; Veterinary medicine; Zoology; Medicine; Gynecology","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":[],"category_scores_codex":[0.0002033351,0.0001078779,0.0001496345,0.00003728312,0.0004809686,0.00001003496,0.0001723585,0.0001847141,0.000854456],"category_scores_gemma":[0.0004919177,0.00005354953,0.00005819138,0.00007128732,0.0003750497,0.00004151217,0.00004198612,0.000105532,0.004287801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002973664,"about_ca_system_score_gemma":0.0000375644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007706371,"about_ca_topic_score_gemma":0.000137737,"domain_scores_codex":[0.9990066,0.0001783009,0.0001857,0.0001898674,0.00001673176,0.0004228116],"domain_scores_gemma":[0.9978667,0.001676339,0.0000618245,0.0003221889,0.00005429799,0.00001860523],"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":[0.0001944181,0.0001731098,0.2863524,0.000004616149,0.0002736718,0.00002998624,0.00008406882,0.000003897863,0.1665067,0.1626865,0.3232586,0.06043198],"study_design_scores_gemma":[0.0007530908,0.0001097356,0.05660804,0.00001130034,0.00002816357,0.000382518,0.00002204282,0.000001120191,0.03179295,0.003490264,0.9066667,0.0001340857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8252618,0.006567131,0.01093248,0.01498329,0.01026247,0.0004414201,0.00003187063,0.0003201007,0.1311994],"genre_scores_gemma":[0.9826297,0.0003353819,0.00003405657,0.0001960365,0.00006313563,0.00004399742,0.000005386775,0.000009404446,0.01668294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5834081,"threshold_uncertainty_score":0.9964875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179444361419873,"score_gpt":0.2775627941632444,"score_spread":0.2683833498018245,"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."}}