{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002177054,0.0004808109,0.0003168019,0.003044043,0.0008783006,0.0003663116,0.0007638384,0.0003554029,0.006036749],"category_scores_gemma":[0.0003843899,0.000187361,0.0002379157,0.001431813,0.0008838481,0.000980216,0.0004885526,0.0003077768,0.002358768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006345792,"about_ca_system_score_gemma":0.0005649558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0120844,"about_ca_topic_score_gemma":0.01632646,"domain_scores_codex":[0.99971,0.00002112638,0.00003906879,0.00008478021,0.0001023702,0.00004258372],"domain_scores_gemma":[0.9997321,0.00002291225,0.0001349031,0.00002098324,0.00006076561,0.00002831091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005482769,0.0001121969,0.172671,0.001865183,0.00009428665,0.003126346,0.004257179,0.00030357,0.02209887,0.0024036,0.01464672,0.7778728],"study_design_scores_gemma":[0.00002533968,0.0003801261,0.6852942,0.0005825704,0.000215133,0.01406203,0.003308862,0.0003965525,0.002358954,0.0009706438,0.2923298,0.00007596242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7046651,0.0743793,0.003888439,0.001143485,0.0008436893,0.0002425711,0.003874745,0.0006760291,0.2102867],"genre_scores_gemma":[0.9682967,0.01154653,0.00535086,0.0003988021,0.0003865002,0.0000762296,0.003147135,0.0000554853,0.0107418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120844,"threshold_uncertainty_score":0.02402812,"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."}}