{"id":"W2167156534","doi":"10.14430/arctic665","title":"Antarctica: An Encyclopedia from Abbott Ice Shelf to Zooplankton, edited by Mary Trewby and Encyclopedia of Antarctica and the Southern Oceans, edited by B. Stonehouse","year":2003,"lang":"en","type":"article","venue":"ARCTIC","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Encyclopedia; Oceanography; Zooplankton; Geology; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005732353,0.0002984328,0.0004492941,0.0001161589,0.0004921195,0.00008207821,0.0002670804,0.00008093452,0.0009668335],"category_scores_gemma":[0.0002835999,0.0002080524,0.0000506009,0.0001236434,0.001670007,0.0004202422,0.00005216717,0.0002832359,0.00003937337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004055703,"about_ca_system_score_gemma":0.00006872739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008312602,"about_ca_topic_score_gemma":0.002179199,"domain_scores_codex":[0.9979491,0.000201098,0.0004315575,0.0005307466,0.0004534281,0.0004340551],"domain_scores_gemma":[0.9984788,0.0004657752,0.0001437901,0.0004115422,0.0001259019,0.0003742154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009508354,0.0008555505,0.01489016,0.0002048455,0.0003070388,0.00005251159,0.5447611,0.000001800452,0.00376137,0.005288811,0.4196135,0.009312486],"study_design_scores_gemma":[0.002212278,0.000503912,0.0009183146,0.00008537206,0.0002596398,0.00001515117,0.0220514,0.00003811721,0.00004740427,0.0006778337,0.9728019,0.0003886729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774504,0.003279302,0.00002262795,0.003212937,0.001135163,0.0005448617,0.0005177415,0.00007549168,0.01376142],"genre_scores_gemma":[0.9820985,0.003079429,0.0002561164,0.00428647,0.00104347,0.00003114621,0.0001473263,0.00005774861,0.008999825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5531884,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009002521807302587,"score_gpt":0.2049195040679088,"score_spread":0.1959169822606062,"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."}}