{"id":"W2267421202","doi":"10.1093/biosci/biv183","title":"Immunology Gone Wild","year":2016,"lang":"en","type":"article","venue":"BioScience","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Zoology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004176118,0.0008394076,0.0006684742,0.0012978,0.003529065,0.007671423,0.0008183682,0.005047421,0.05956077],"category_scores_gemma":[0.005377766,0.0002849428,0.0004489286,0.0005486635,0.009610442,0.007925687,0.004534426,0.01276341,0.01669477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003593808,"about_ca_system_score_gemma":0.004911333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132842,"about_ca_topic_score_gemma":0.006088232,"domain_scores_codex":[0.998275,0.0004805576,0.00007086873,0.0002554353,0.0005912308,0.0003268127],"domain_scores_gemma":[0.9964774,0.0004472908,0.000167342,0.000337362,0.0009827423,0.001587812],"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":[0.00006180057,0.00008912974,0.0006869091,0.0001707812,0.00002608807,0.0001509573,0.0005607175,0.00003842763,0.0018506,0.1694852,0.758068,0.06881138],"study_design_scores_gemma":[0.00001129559,0.0000275082,0.0003304356,0.0001432456,0.000006058219,0.00008461122,0.0003537113,0.00001340204,0.0001675342,0.0233693,0.9754859,0.000006959547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002228058,0.04403479,0.001181197,0.6986895,0.09139439,0.00002026685,0.0001691486,0.0001913886,0.1620913],"genre_scores_gemma":[0.04949927,0.03092824,0.001718653,0.526814,0.05064312,0.00004915469,0.0002087243,0.0001626258,0.3399761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05956077,"threshold_uncertainty_score":0.1992506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904720970905297,"score_gpt":0.2899884206319064,"score_spread":0.2709412109228534,"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."}}