{"id":"W1993480187","doi":"10.1017/s0954102014000303","title":"Tanaidacea of the Amundsen and Scotia seas: an unexplored diversity","year":2014,"lang":"en","type":"article","venue":"Antarctic Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Warwick; Natural Environment Research Council; Sight Research UK","keywords":"Fauna; Oceanography; Benthic zone; Geology; Nova scotia; Geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610152,0.0002566384,0.0002009848,0.001364514,0.0006482463,0.0006072176,0.0001937882,0.0001366882,0.001702573],"category_scores_gemma":[0.0002902677,0.0001386915,0.000155969,0.001064625,0.0006081582,0.0002642711,0.0007479948,0.000114595,0.0001808895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004931056,"about_ca_system_score_gemma":0.0005302176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06815897,"about_ca_topic_score_gemma":0.2131847,"domain_scores_codex":[0.999867,0.00001393023,0.00001294232,0.0000346579,0.00002830892,0.00004302449],"domain_scores_gemma":[0.9997453,0.00003191686,0.00008166128,0.00001695468,0.00005347857,0.00007063219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001456858,0.00001830188,0.9641219,0.0001269673,0.00006698318,0.0003834942,0.002118177,0.00007785167,0.01137223,0.000085278,0.0001236801,0.02135941],"study_design_scores_gemma":[0.000001371032,0.00002609115,0.9982923,0.00001422294,0.000005959354,0.0001490935,0.0008054883,0.00002932559,0.00006797861,0.000009393996,0.0005973065,0.000001531555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981673,0.0005478008,0.00002996572,0.000009524627,0.000003322999,0.000005158684,0.0001106095,0.000001772466,0.001124593],"genre_scores_gemma":[0.9991663,0.000266624,0.00008992747,0.00001134212,0.000002391552,0.000003706702,0.0001157913,6.708678e-7,0.0003433481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06815897,"threshold_uncertainty_score":0.1355245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946104045215407,"score_gpt":0.2289984002060146,"score_spread":0.2095373597538605,"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."}}