{"id":"W2816127849","doi":"10.1126/science.aaa3167","title":"On top of the world <b>Lines in the Ice Seeking the Northwest Passage</b> <i>Philip Hatfield and Tom Harper, Curators</i> British Library, London. 14 November 2014 to 29 March 2015. www.bl.uk/events/lines-in-the-ice-seeking-the-northwest-passage","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Art; History; Archaeology; Media studies; Sociology; Computer 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004754673,0.0002621732,0.0002590962,0.0001234377,0.0007671801,0.0004081556,0.003645444,0.00008478438,0.0005188266],"category_scores_gemma":[0.000734221,0.0001376697,0.00009093318,0.002330957,0.001608368,0.000834532,0.00141239,0.0007837756,0.0002317517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093947,"about_ca_system_score_gemma":0.0002030398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0114826,"about_ca_topic_score_gemma":0.2795247,"domain_scores_codex":[0.9956996,0.0005641052,0.0004540333,0.0007356488,0.00151231,0.001034297],"domain_scores_gemma":[0.9973761,0.001059302,0.0001641137,0.001127447,0.00003879838,0.0002342126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006864738,0.0002407187,0.9243886,0.00001420807,0.000006565721,0.00005505847,0.002022258,0.0005672934,0.001679863,0.0002429962,0.0665939,0.00411988],"study_design_scores_gemma":[0.0006803935,0.0002144633,0.863826,0.0001038172,0.00001367035,0.00009408257,0.0009029724,0.001141784,0.0007990315,0.001866569,0.1300142,0.0003430467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552457,0.000369107,0.00003250246,0.03572995,0.0004606734,0.001128793,0.00005744156,0.0000205553,0.006955319],"genre_scores_gemma":[0.9897351,0.0001046416,0.00007043611,0.007068933,0.0001416463,0.00009259173,0.000005182644,0.00001864526,0.002762879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2680421,"threshold_uncertainty_score":0.9951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510621778442884,"score_gpt":0.262605001059132,"score_spread":0.2474987832747031,"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."}}