{"id":"W2043179776","doi":"10.14430/arctic740","title":"Fifty More Years Below Zero: Tributes and Meditations for the Naval Arctic Research Laboratory's First Half Century, edited by David W. Norton","year":2002,"lang":"en","type":"article","venue":"ARCTIC","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; Oceanography; Environmental ethics; History; Geography; Archaeology; Philosophy; Geology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000594574,0.0001045669,0.0001308916,0.00009937939,0.001346254,0.0001089391,0.0002139698,0.00003794139,0.0008400822],"category_scores_gemma":[0.0006068211,0.00007438159,0.00003753401,0.0001412003,0.001295613,0.0002566763,0.00003170306,0.0002356044,0.00007169349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007265718,"about_ca_system_score_gemma":0.0000341794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083951,"about_ca_topic_score_gemma":0.002213636,"domain_scores_codex":[0.998746,0.00004329322,0.0001668858,0.0002379709,0.0004447256,0.0003611632],"domain_scores_gemma":[0.9984155,0.000854543,0.00004757986,0.0002171391,0.0003341301,0.0001311127],"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":[0.00002651948,0.0001935635,0.001029838,0.0001493038,0.000061192,0.00001161183,0.1409686,0.000005092208,0.0001707938,0.006603037,0.8469719,0.003808558],"study_design_scores_gemma":[0.0004577838,0.0001912059,0.001401553,0.00006516134,0.00003917045,0.000002287086,0.005889236,0.0003564284,0.00001102423,0.0002853556,0.9912,0.0001007357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7015328,0.02776246,0.00006663502,0.2527308,0.008868002,0.003391281,0.001162548,0.0002803316,0.00420505],"genre_scores_gemma":[0.9905635,0.0006034453,0.00003792348,0.0008125096,0.0009445417,0.00009275814,0.0000488595,0.00001664992,0.00687979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2890307,"threshold_uncertainty_score":0.9999539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05734152574250145,"score_gpt":0.2889281843093863,"score_spread":0.2315866585668849,"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."}}