{"id":"W2986415708","doi":"10.12968/coan.2019.0055","title":"Autumn parasite update 2019","year":2019,"lang":"en","type":"article","venue":"Companion animal","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parasite hosting; Quarter (Canadian coin); Key (lock); Geography; History; Biology; Computer science; World Wide Web; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007085262,0.00009628118,0.0001854832,0.00007388281,0.00004524418,0.00001947657,0.00004556121,0.00005185645,0.002627783],"category_scores_gemma":[0.000006827935,0.00008025473,0.00008680377,0.0001452394,0.00002121894,0.00007883341,0.00002987711,0.0001468907,0.007709406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003544896,"about_ca_system_score_gemma":0.00002788679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000397904,"about_ca_topic_score_gemma":0.000002865069,"domain_scores_codex":[0.9993889,0.00001811489,0.0001345913,0.0001743896,0.0001123229,0.0001716875],"domain_scores_gemma":[0.9996051,0.000009550758,0.00003585736,0.0002095592,0.00004273445,0.00009726065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002987343,0.0002977063,0.7909135,0.00004992937,0.00007062736,0.00001986699,0.00007783895,0.00001244642,0.1322213,0.01040424,0.06416062,0.001473224],"study_design_scores_gemma":[0.0008908288,0.0005138737,0.8539389,0.0000314153,0.00002678983,0.00007970733,0.00002453521,0.00233575,0.001247623,0.00002639153,0.1407633,0.0001208715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870751,0.0001012016,0.000118049,0.0006619022,0.0003924296,0.0001915643,0.000004343578,0.0001337104,0.01132169],"genre_scores_gemma":[0.9951411,0.0000168811,0.0001556608,0.0005908487,0.0001537704,0.000002516421,0.00003308035,0.00001483928,0.003891248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309737,"threshold_uncertainty_score":0.9982839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417989181362844,"score_gpt":0.2892710991009372,"score_spread":0.2750912072873088,"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."}}