{"id":"W2996296302","doi":"10.14430/arctic69584","title":"Polar Environments and Global Change, by Roger G. Barry and Eileen A. Hall-McKim","year":2019,"lang":"en","type":"article","venue":"ARCTIC","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Polar; Physics; Astronomy","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":["insufficient_payload"],"category_scores_codex":[0.000127993,0.00009004552,0.0000953455,0.000009774185,0.00006915179,0.00002139731,0.0001029132,0.00005602574,0.002501625],"category_scores_gemma":[0.00001801855,0.00008238469,0.00001456431,0.0000489217,0.0001602156,0.000229435,0.0003063123,0.0000871046,0.002162267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001756,"about_ca_system_score_gemma":0.000002678735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004219726,"about_ca_topic_score_gemma":0.0005735859,"domain_scores_codex":[0.9990988,0.00004394345,0.00007036607,0.0002686201,0.0001618866,0.0003563807],"domain_scores_gemma":[0.9995971,0.00002413656,0.00002005526,0.0001521626,6.698512e-7,0.0002058411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001201525,0.00002879793,0.9913641,0.000005389173,0.000009645548,0.000004811113,0.00005540147,3.037995e-7,0.003009616,0.0000172928,0.0008909568,0.004601639],"study_design_scores_gemma":[0.0003498912,0.0001243082,0.9497879,0.000003434426,0.000005667336,0.00002306144,0.00002147855,0.0001348614,0.00008801371,0.0004155413,0.04894099,0.0001048828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995672,0.0006286283,0.000004158766,0.0009037449,0.00004512546,0.0002104464,0.00002405124,0.000008240974,0.002503574],"genre_scores_gemma":[0.9978349,0.0002584044,0.00006783958,0.0007321607,0.0000158391,0.00001069261,0.000008786517,0.000007047553,0.001064297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04805003,"threshold_uncertainty_score":0.9986147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007167381006456009,"score_gpt":0.2187336054887296,"score_spread":0.2115662244822736,"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."}}