{"id":"W7153704981","doi":"","title":"Special Review","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compendium; Waterfowl; Ornithology; Scope (computer science); Distribution (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00104987,0.001097313,0.001513425,0.003038286,0.0007620647,0.004480293,0.002116192,0.002184487,0.4149874],"category_scores_gemma":[0.005292036,0.0004160977,0.0009282425,0.002556192,0.0005747818,0.00308115,0.002268127,0.002485048,0.3507315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347906,"about_ca_system_score_gemma":0.003617989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236025,"about_ca_topic_score_gemma":0.001846064,"domain_scores_codex":[0.9988343,0.0001577738,0.0001292844,0.0002352317,0.0005280603,0.0001153138],"domain_scores_gemma":[0.9977953,0.0003163637,0.0001481869,0.0001838821,0.001068269,0.0004879941],"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":[0.00003221277,0.00002604597,0.00008784257,0.001194471,0.0000145362,0.0001218213,0.00004203926,0.00003102733,0.0002726266,0.00158157,0.8404732,0.1561225],"study_design_scores_gemma":[0.000004957059,0.000008945413,0.00009229912,0.0003480302,0.00000773735,0.0002281516,0.00002051734,0.000006439097,0.00003211775,0.0003719243,0.9988763,0.000002686612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008926743,0.3537689,0.003121112,0.02777067,0.1424291,0.000624041,0.005881629,0.001748565,0.4637633],"genre_scores_gemma":[0.004197084,0.2726676,0.002593731,0.02081833,0.04734791,0.000371395,0.008551293,0.0007247981,0.6427278],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4149874,"threshold_uncertainty_score":0.8344494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710152696277228,"score_gpt":0.2088834942983137,"score_spread":0.1917819673355414,"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."}}