{"id":"W4231304936","doi":"10.1002/lob.10166","title":"Warwick F. Vincent Awarded Polar Medal","year":2017,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medal; Polar; Art; Library science; Art history; Physics; Computer science; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003862616,0.0001759238,0.0002268882,0.0001276565,0.002122645,0.0005095362,0.0004534767,0.0001949525,0.001477657],"category_scores_gemma":[0.0001369812,0.0001521311,0.0001047123,0.00001072713,0.001140121,0.000181123,0.0001665623,0.0005100627,0.0001275063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007899132,"about_ca_system_score_gemma":0.00001500714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003789878,"about_ca_topic_score_gemma":0.0001000548,"domain_scores_codex":[0.9988827,0.00006931554,0.0002182734,0.000309278,0.0001202949,0.0004001333],"domain_scores_gemma":[0.9992043,0.00009138653,0.0001800395,0.0003542058,0.00006309951,0.0001069202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008771004,0.0000854495,0.1236795,0.00006641075,0.0001434103,0.00003812541,0.01182815,2.622963e-7,0.00002139772,0.6927828,0.1637625,0.007504245],"study_design_scores_gemma":[0.0004237247,0.00007439193,0.01326917,0.00003373452,0.00002937144,0.00001418453,0.001831022,0.000006173384,0.00002728414,0.003107107,0.9809781,0.0002057328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8201132,0.002823188,0.00001552098,0.04912781,0.001371124,0.0001433094,0.00005254867,0.0002450619,0.1261082],"genre_scores_gemma":[0.9938932,0.0003642807,0.0001117578,0.001810414,0.001146204,0.000005586862,0.00001492485,0.00001669283,0.002636921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8172156,"threshold_uncertainty_score":0.9994351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194794020692577,"score_gpt":0.2218799224188586,"score_spread":0.2024005203496009,"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."}}