{"id":"W2576239209","doi":"10.7939/r3r826","title":"Canadian Antarctic Bibliography","year":2015,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bibliography; History; Geography; Computer science; Library science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003743746,0.00003843025,0.00005615696,0.0006116107,0.00005935611,0.000006815802,0.0002674567,0.0000362512,0.01069454],"category_scores_gemma":[0.000008577565,0.00004345462,0.00003262399,0.001277992,0.0001475837,0.0006202986,0.0001555627,0.0000555345,0.0009978238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002974506,"about_ca_system_score_gemma":0.00007363097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7631677,"about_ca_topic_score_gemma":0.5659451,"domain_scores_codex":[0.9995468,0.0000294193,0.00002998111,0.000100334,0.00008556314,0.0002078785],"domain_scores_gemma":[0.9993547,0.00002829332,0.00001429606,0.0001144576,0.000001942915,0.0004863315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001573179,0.00001312862,0.7063668,0.000001087782,0.000006371723,0.00002193531,0.0003976217,0.0000109024,0.00001471594,0.00007347261,0.2929554,0.0001228167],"study_design_scores_gemma":[0.0003198947,0.0001117043,0.3319856,0.00000265957,0.000005093428,0.000005343783,0.0005449796,0.0001290426,0.00009353166,0.0008053189,0.665904,0.00009282356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6749653,0.00001402064,0.000002612862,0.002090412,0.00002334365,0.00003871855,0.000002690225,0.000007439705,0.3228555],"genre_scores_gemma":[0.9914832,0.00007384359,0.0005137079,0.0002429834,0.000006290219,2.731369e-8,0.00001320602,0.000004035144,0.00766274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3743812,"threshold_uncertainty_score":0.99978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009334438245672908,"score_gpt":0.1732840585700091,"score_spread":0.1639496203243362,"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."}}