{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004579559,0.0003383465,0.000361564,0.0001283121,0.0005211645,0.0001024861,0.0006746369,0.0002169527,0.02889232],"category_scores_gemma":[0.0001304119,0.0002030616,0.00009308466,0.000400041,0.0003390551,0.0002512163,0.0001121428,0.0004510485,0.0127822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000209615,"about_ca_system_score_gemma":0.000179055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03379526,"about_ca_topic_score_gemma":0.05645487,"domain_scores_codex":[0.9974424,0.0002545699,0.0002716506,0.0004851868,0.0003742613,0.001171979],"domain_scores_gemma":[0.9980592,0.0004223742,0.00009556788,0.0006633333,0.00007426876,0.0006853027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005052363,0.00004307221,0.958286,0.000006283849,0.00008395145,0.0000712824,0.001076729,0.0001015253,0.0000483637,0.00009027204,0.03267945,0.007007823],"study_design_scores_gemma":[0.0003668159,0.0004031168,0.827031,0.00000857211,0.00004060099,0.00003144811,0.0002547348,0.0001024424,0.0001558915,0.00009444582,0.1712387,0.000272245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683595,0.001453854,0.00009157788,0.004587044,0.0009240318,0.0006627362,0.00008644277,0.00008465906,0.02375019],"genre_scores_gemma":[0.9662412,0.00008626283,0.0008685032,0.001951138,0.002212723,0.00001247266,0.0002121884,0.00001442439,0.02840111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1385592,"threshold_uncertainty_score":0.9879864,"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."}}