{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004201208,0.0005106099,0.0003519236,0.001224636,0.003895796,0.004119461,0.0005604388,0.001681757,0.4221359],"category_scores_gemma":[0.00144267,0.0004051443,0.0002706017,0.001944449,0.001299572,0.003344711,0.002514962,0.001575712,0.158938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544364,"about_ca_system_score_gemma":0.002109845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0508557,"about_ca_topic_score_gemma":0.3099274,"domain_scores_codex":[0.9997112,0.00004458164,0.00001502283,0.00004036298,0.0001187302,0.00007008268],"domain_scores_gemma":[0.9993271,0.0001499318,0.00005110375,0.00003835196,0.000161356,0.0002722212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005673635,0.000001617438,0.00006322776,0.00003419533,4.937967e-7,0.00002470398,0.0001965232,0.000003902836,0.00004294056,0.0005982983,0.9925199,0.006508625],"study_design_scores_gemma":[6.706604e-7,0.000001219151,0.0003516858,0.00005252451,4.31009e-7,0.00001373281,0.0003932659,0.000001637155,0.00002258411,0.0001107901,0.9990498,0.000001539061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00153093,0.03112197,0.0006435327,0.09968137,0.02233922,0.00006394585,0.004735906,0.001266616,0.8386165],"genre_scores_gemma":[0.003837746,0.007107695,0.0004123996,0.006272023,0.001235344,0.0000210365,0.001151315,0.0005590814,0.9794034],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4221359,"threshold_uncertainty_score":0.8242531,"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."}}