{"id":"W2760488827","doi":"10.20944/preprints201709.0135.v1","title":"Present Status and Re-Description of &lt;em&gt;Luciobarbus barbulus&lt;/em&gt; Heckel 1849 a 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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Cyprinidae; Biology; Freshwater fish; Taxonomy (biology); Zoology; Ecology; Fish <Actinopterygii>; Fishery","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":[0.0004991431,0.000666018,0.0005296541,0.003771454,0.0009906249,0.0006510659,0.001103523,0.0004685456,0.009154615],"category_scores_gemma":[0.0008273398,0.000220721,0.0003238305,0.001996773,0.001231158,0.00155953,0.0005734264,0.000592141,0.004527193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009951048,"about_ca_system_score_gemma":0.0008630464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009812629,"about_ca_topic_score_gemma":0.01042557,"domain_scores_codex":[0.9994479,0.00003716422,0.00008561195,0.0001737244,0.0001905351,0.00006505397],"domain_scores_gemma":[0.9992996,0.00005243907,0.0002650837,0.00008823346,0.0002208429,0.00007375747],"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":[0.0006131144,0.0001018955,0.0585939,0.002264902,0.00009259495,0.001934412,0.002530102,0.0002246673,0.01337204,0.00326225,0.02653134,0.8904788],"study_design_scores_gemma":[0.00002310817,0.000307721,0.2799764,0.0006460214,0.0002415125,0.009260752,0.002440318,0.0003033197,0.00302889,0.0009250636,0.7027718,0.00007503179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4897628,0.1505377,0.01004222,0.00372324,0.006120228,0.0004943089,0.01065811,0.001680579,0.3269808],"genre_scores_gemma":[0.8980728,0.03670979,0.01284165,0.001303737,0.002382346,0.0001793572,0.01250111,0.0002707611,0.03573836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009812629,"threshold_uncertainty_score":0.03062522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308707457508023,"score_gpt":0.294719864591639,"score_spread":0.1638491188408366,"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."}}