{"id":"W1980990361","doi":"10.3897/zookeys.357.6372","title":"A new species of Socarnes Boeck, 1871 (Crustacea, Amphipoda, Lysianassidae) from Korean waters","year":2013,"lang":"en","type":"article","venue":"ZooKeys","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"National Institute of Biological Resources; Far East Branch, Russian Academy of Sciences","keywords":"Amphipoda; Crustacean; Key (lock); Genus; Ecology; Biology; Zoology; Geography","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":[0.0001893397,0.0006865646,0.0005580598,0.002078647,0.001465037,0.000618842,0.0003756063,0.0004713453,0.004031413],"category_scores_gemma":[0.0003177998,0.0003053076,0.0002289228,0.0009260477,0.001184495,0.001365259,0.001278938,0.0005421914,0.0007127685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003381241,"about_ca_system_score_gemma":0.0004090162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005195965,"about_ca_topic_score_gemma":0.01300016,"domain_scores_codex":[0.9997531,0.00001691096,0.00004473039,0.00007959217,0.00006064212,0.00004503403],"domain_scores_gemma":[0.999806,0.00002653707,0.00006337298,0.00001693062,0.00003686792,0.00005027723],"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":[0.0009411803,0.0003029199,0.3415671,0.00230718,0.000197203,0.01724096,0.01469258,0.000560173,0.1095949,0.002809935,0.006743828,0.5030421],"study_design_scores_gemma":[0.00005348471,0.0008693619,0.8613868,0.00042046,0.0002119271,0.03123523,0.006540033,0.0004086517,0.005411685,0.0004876505,0.09285808,0.0001165503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802899,0.005276531,0.001024098,0.0002028526,0.0002365238,0.0001139107,0.0006866838,0.000072361,0.01209703],"genre_scores_gemma":[0.988447,0.003414896,0.002699344,0.0002346244,0.0001008508,0.00007476089,0.0009350161,0.00001226138,0.004081107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005195965,"threshold_uncertainty_score":0.01348644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115335363277457,"score_gpt":0.1996069377105317,"score_spread":0.1884535840777571,"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."}}