{"id":"W1839246905","doi":"10.5376/ija.2013.03.0020","title":"Case Study: Diagnosis of &lt;i&gt;Aeromonas hydrophila&lt;/i&gt; Infection &lt;i&gt;Carassiue gibelo&lt;/i&gt; Fish in Shatt Al-Arab River, South of Iraq","year":2013,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeromonas hydrophila; Aeromonas; Fish <Actinopterygii>; Carp; Biology; Incidence (geometry); Fishery; Veterinary medicine; Microbiology; Medicine; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002599213,0.0005284122,0.001125616,0.001277744,0.0005141106,0.0001130306,0.001248497,0.000404195,0.001694604],"category_scores_gemma":[0.00214728,0.0004144555,0.0005479166,0.000963071,0.0005544283,0.001336015,0.0007906303,0.001391023,0.0003019666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008123066,"about_ca_system_score_gemma":0.0005278593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006286447,"about_ca_topic_score_gemma":0.003442363,"domain_scores_codex":[0.9916868,0.00117804,0.002472442,0.0006561686,0.00318529,0.0008212726],"domain_scores_gemma":[0.9906839,0.0009467658,0.002451399,0.0005197312,0.004969066,0.000429177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007374165,0.005354995,0.2353283,0.0004364189,0.003375677,0.004938512,0.07624201,0.001201508,0.05633591,0.001639731,0.609283,0.00512654],"study_design_scores_gemma":[0.01893847,0.002883645,0.6794383,0.004545968,0.0006353514,0.001177052,0.01638561,0.001111245,0.002245031,0.002466558,0.2684949,0.001677838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872061,0.0006013672,0.00004816532,0.003513406,0.00316337,0.001506697,0.0004974919,0.0000390606,0.003424328],"genre_scores_gemma":[0.9935431,0.001166425,0.0003168034,0.0003797014,0.0006121327,0.0001738991,0.00005109397,0.00004996211,0.003706827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4441101,"threshold_uncertainty_score":0.9998307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737956656769365,"score_gpt":0.3680294235004584,"score_spread":0.3206498569327648,"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."}}