{"id":"W2014366944","doi":"10.3897/zookeys.181.3043","title":"Sinocorophium hangangense sp. n. (Crustacea, Amphipoda, Corophiidae), a new species from Korea, with a key to the genus Sinocorophium","year":2012,"lang":"en","type":"article","venue":"ZooKeys","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"National Research Foundation of Korea; Daegu University","keywords":"Amphipoda; Key (lock); Crustacean; 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":[0.0001352625,0.001228441,0.0004148204,0.001179347,0.00102773,0.0003378468,0.0003529616,0.0004480665,0.002049008],"category_scores_gemma":[0.0002123418,0.000294377,0.0002344034,0.0008375084,0.0005544099,0.001142084,0.00143416,0.0004643453,0.00078382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894967,"about_ca_system_score_gemma":0.000443804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002909408,"about_ca_topic_score_gemma":0.008208533,"domain_scores_codex":[0.9998835,0.000007576271,0.00002702371,0.0000492764,0.00001883727,0.00001374777],"domain_scores_gemma":[0.999827,0.00001900145,0.00006275412,0.00002179579,0.00001923811,0.00005031301],"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":[0.0007226793,0.0002591174,0.3529755,0.001684453,0.000157498,0.03113362,0.006970352,0.0006437098,0.2035927,0.0007577724,0.002771013,0.3983316],"study_design_scores_gemma":[0.00009026426,0.001071269,0.9059182,0.0002585161,0.0001074785,0.03952869,0.004892816,0.0005092051,0.003278078,0.0004819919,0.04379602,0.00006748152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988725,0.002036531,0.0006936849,0.0001406103,0.0001445054,0.0001272603,0.0006142122,0.00004200041,0.007476074],"genre_scores_gemma":[0.989108,0.002660219,0.003377227,0.0003289698,0.00007918871,0.0001069873,0.00111586,0.000008791968,0.00321478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002909408,"threshold_uncertainty_score":0.006854594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914088752519681,"score_gpt":0.22289230656121,"score_spread":0.1937514190360132,"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."}}