{"id":"W2760555952","doi":"10.20944/preprints201709.0047.v2","title":"Re-description of &lt;em&gt;Luciobarbus barbulus&lt;/em&gt; Heckel 1849 a &lt;em&gt;Cyprinidae&lt;/em&gt; species of Persia","year":2017,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Cyprinidae; Biology; Taxonomy (biology); Zoology; Ecology; Dorsum; Fishery; Fish <Actinopterygii>; Anatomy","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":[0.000179727,0.0007719455,0.0003661032,0.003464296,0.001089169,0.0004471803,0.0006651252,0.0004223444,0.02233699],"category_scores_gemma":[0.0004210107,0.0002270087,0.0002655435,0.001543938,0.0008605607,0.001321013,0.0005278053,0.0006658235,0.008762709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007410789,"about_ca_system_score_gemma":0.0007157517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009487326,"about_ca_topic_score_gemma":0.02118942,"domain_scores_codex":[0.9997007,0.0000276734,0.00003801422,0.00008464346,0.0001148677,0.00003411761],"domain_scores_gemma":[0.9997806,0.00001753287,0.00008382231,0.00002082282,0.00007262453,0.00002472889],"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":[0.0004390718,0.0001032787,0.02948431,0.002081499,0.00007572352,0.00263102,0.003243437,0.0004862311,0.02432601,0.008031588,0.09942893,0.8296689],"study_design_scores_gemma":[0.00002105539,0.0001002666,0.1059349,0.0003338439,0.00007026808,0.00413395,0.0008953694,0.0002351587,0.0018234,0.0007314087,0.8856887,0.00003167279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2390644,0.0381143,0.01965207,0.002378816,0.006574439,0.001643113,0.02206964,0.002722482,0.6677807],"genre_scores_gemma":[0.7267053,0.0105439,0.02876092,0.001615617,0.002003955,0.0006741122,0.02121854,0.0007312793,0.2077465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02233699,"threshold_uncertainty_score":0.07472467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09011125387278836,"score_gpt":0.2799909937278412,"score_spread":0.1898797398550529,"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."}}