{"id":"W2746963767","doi":"10.1016/j.wem.2011.08.001","title":"Book review","year":2011,"lang":"en","type":"article","venue":"Wilderness and Environmental Medicine","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Adventure; Section (typography); Dream; Arctic; Art history; White (mutation); North pole; Sculpture; The arctic; History; Geography; Geology; Archaeology; Physical geography; Computer science; Oceanography; Psychology","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":[],"category_scores_codex":[0.0001795948,0.0001159465,0.0001782113,0.00001494381,0.00008724045,0.00000167965,0.0001311334,0.00003683481,0.108399],"category_scores_gemma":[0.00001644292,0.00008422344,0.00002008468,0.00004365111,0.000678854,0.0001403568,0.0001930975,0.0001021489,0.0007343069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004549924,"about_ca_system_score_gemma":0.000001406673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002452141,"about_ca_topic_score_gemma":0.00001105614,"domain_scores_codex":[0.9990907,0.00003576297,0.0001496986,0.0002429979,0.0002015687,0.0002792721],"domain_scores_gemma":[0.999544,0.00001477751,0.00003576008,0.0001803641,3.380076e-7,0.0002247833],"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":[0.00003690362,0.0001983379,0.1397714,0.000144631,0.00002407063,0.0001025214,0.000654552,3.258265e-7,0.002835127,0.00004368878,0.7874637,0.0687247],"study_design_scores_gemma":[0.0004370101,0.0002923272,0.255558,0.0001551564,0.00002662461,0.00008255865,0.0000876638,0.00002902737,0.0001883468,0.0001752737,0.7428172,0.0001508197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1471478,0.7191703,0.0002723745,0.008832567,0.0003241165,0.00114041,0.00001747973,0.0000995733,0.1229954],"genre_scores_gemma":[0.6175319,0.3056902,0.0001673971,0.06207531,0.0001123498,0.00008388016,0.0000400592,0.00003583419,0.01426308],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4703841,"threshold_uncertainty_score":0.9438275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589213436497309,"score_gpt":0.2283624689660361,"score_spread":0.212470334601063,"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."}}