{"id":"W6982863106","doi":"","title":"Korrektur Mehrjahres Meereis Konzentration Schätzungen Mikrowelle Satelliten-Beobachtungen mit der Lufttemperatur , Meereis Drift und dynamische Verbindungspunkte","year":2016,"lang":"en","type":"dissertation","venue":"Media (https://www.suub.uni-bremen.de/)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Satellite; Brightness temperature; Sea ice; Microwave; Brightness; Arctic; The arctic; Sea ice concentration","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006182264,0.001993714,0.00174845,0.000474806,0.001180737,0.0006764023,0.001626034,0.00109019,0.00414676],"category_scores_gemma":[0.0001541661,0.001788969,0.001021831,0.0009234437,0.0002789935,0.001064241,0.0002346978,0.001971879,0.002390296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007113244,"about_ca_system_score_gemma":0.001493347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110951,"about_ca_topic_score_gemma":0.0004950817,"domain_scores_codex":[0.9916037,0.000512245,0.001826032,0.002025987,0.001692667,0.002339317],"domain_scores_gemma":[0.9945061,0.0005495952,0.001171718,0.001714483,0.0008985267,0.001159535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002811836,0.006940224,0.03909046,0.002927485,0.02499476,0.0002943424,0.04824218,0.003217192,0.432977,0.1757294,0.1531965,0.1095786],"study_design_scores_gemma":[0.01864357,0.002385473,0.06753129,0.00540708,0.01761868,0.000008858715,0.01922504,0.0184254,0.1300943,0.04700012,0.6558411,0.01781908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8696212,0.006246017,0.0049701,0.003283341,0.005735088,0.004089423,0.00192651,0.0007854881,0.1033428],"genre_scores_gemma":[0.8957967,0.0003948913,0.003620171,0.0005204781,0.00604349,0.0009848914,0.01835125,0.0006525669,0.0736356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5026445,"threshold_uncertainty_score":0.9992806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059837958469011,"score_gpt":0.2486803305216952,"score_spread":0.2380819509370051,"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."}}