{"id":"W2755197332","doi":"10.20944/preprints201709.0047.v1","title":"Present status and re description of Iranibarbus or&lt;em&gt; Luciobarbus barbuls&lt;/em&gt; Heckel 1849 a valid Cyprinidae species of Iran","year":2017,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Cyprinidae; Barbus; Biology; Subspecies; Freshwater fish; Ecology; Zoology; Fishery; Fish <Actinopterygii>","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001230778,0.0006899299,0.001425883,0.00008435411,0.0005694416,0.00005448024,0.001240324,0.001054147,0.001479791],"category_scores_gemma":[0.001044258,0.0003393157,0.0004161381,0.0001767014,0.001232039,0.0001950802,0.003707939,0.0008002984,0.0001030932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066729,"about_ca_system_score_gemma":0.00007223313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006513633,"about_ca_topic_score_gemma":0.007441462,"domain_scores_codex":[0.9956082,0.0004350277,0.001131491,0.001505086,0.0004653346,0.000854907],"domain_scores_gemma":[0.9969776,0.0003776485,0.001246717,0.0007801466,0.0003791909,0.0002387461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006195383,0.0003697899,0.8753307,0.0003096049,0.0004675108,0.00002235642,0.002221676,0.00005721026,0.1187208,0.0001793543,0.0004050275,0.001296423],"study_design_scores_gemma":[0.000488047,0.0003269682,0.9777934,0.0002412958,0.0001874924,0.0000107999,0.001346224,0.00003915608,0.01211353,0.001520622,0.005377892,0.0005545858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855455,0.00138114,0.000004022894,0.0006974909,0.000923525,0.001019423,0.0003032967,0.0001152047,0.01001042],"genre_scores_gemma":[0.9896672,0.005134569,0.0001095648,0.00007009046,0.0003654082,0.0001368536,0.0001445153,0.000008046517,0.00436375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066072,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1719378516433855,"score_gpt":0.3092100190885331,"score_spread":0.1372721674451475,"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."}}