{"id":"W2000986737","doi":"10.14430/arctic412","title":"Frozen Oceans: The Floating World of Pack Ice, by David N. Thomas","year":2010,"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":"Oceanography; Arctic ice pack; Geology; Meteorology; Physical geography; Sea ice; Geography","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":[],"category_scores_codex":[0.000277136,0.00006156597,0.00009196223,0.00003873393,0.0002820444,0.00002408933,0.0001946338,0.00001202067,0.002059148],"category_scores_gemma":[0.00008546764,0.00003660896,0.00003422085,0.00004142673,0.00060518,0.0001298948,0.00001818707,0.0001715233,0.00008771376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007217181,"about_ca_system_score_gemma":0.0000229214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006764099,"about_ca_topic_score_gemma":0.004974928,"domain_scores_codex":[0.9994388,0.00001443023,0.0001332832,0.0001003565,0.0001729694,0.0001402001],"domain_scores_gemma":[0.9995452,0.0001049186,0.00006617969,0.0001900881,0.00005109028,0.00004252806],"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":[0.00002182504,0.0001957126,0.006298604,0.0001065594,0.00005213129,0.000007295946,0.2534513,0.000001694131,0.04250707,0.1877082,0.4887452,0.02090446],"study_design_scores_gemma":[0.0001189177,0.00003503945,0.0003851444,0.00002869645,0.00001746042,0.000001286586,0.002886287,0.00002155461,0.000304688,0.0007557721,0.9953886,0.00005654856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6352993,0.0004768492,0.000004871556,0.005205127,0.001807772,0.0001655203,0.00001229652,0.00004418621,0.356984],"genre_scores_gemma":[0.9389729,0.000007370567,0.00006076014,0.001026939,0.0004238466,0.000001888385,0.000003424801,0.000006172099,0.05949668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5066434,"threshold_uncertainty_score":0.9988531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143120875296749,"score_gpt":0.2279372824491189,"score_spread":0.2065060736961514,"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."}}