{"id":"W6996547828","doi":"","title":"ROV basierte Untersuchung der räumlichen
\\nVariabilität der Lichttransmission durch
\\narktisches Meereis im Sommer","year":2012,"lang":"en","type":"dissertation","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Albedo (alchemy); Arctic ice pack; Sea ice thickness; Cryosphere; Arctic; Cloud cover; Arctic sea ice decline","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003742367,0.0002605583,0.0001889363,0.001143914,0.0002880805,0.0009303591,0.0002926192,0.000341911,0.002918729],"category_scores_gemma":[0.0005775237,0.0001385187,0.0002299413,0.001010453,0.0002283224,0.0004099204,0.0006800043,0.0004914906,0.00232249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008109374,"about_ca_system_score_gemma":0.000433202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02173159,"about_ca_topic_score_gemma":0.03158825,"domain_scores_codex":[0.9993382,0.00007340398,0.00002284905,0.0002067647,0.0002090947,0.0001496971],"domain_scores_gemma":[0.9996372,0.00005968513,0.0000810069,0.00002986624,0.0001380514,0.0000541569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006489322,0.0004081994,0.7313812,0.000288158,0.0002554799,0.0002860989,0.001655047,0.005947465,0.1087465,0.0008379618,0.00196514,0.1475797],"study_design_scores_gemma":[0.000005034334,0.0002619181,0.9742737,0.00003706271,0.00003025951,0.0001389744,0.0008111331,0.002397362,0.01339015,0.00007545882,0.008550814,0.00002812386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984518,0.0005273421,0.001625277,0.00002268346,0.00001667269,0.00003527841,0.002230454,0.0001041081,0.01092026],"genre_scores_gemma":[0.9887388,0.000568284,0.002156265,0.00003322308,0.00001880498,0.00006059736,0.003713706,0.00005519895,0.004654991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02173159,"threshold_uncertainty_score":0.04321021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232772248472814,"score_gpt":0.2500960973596968,"score_spread":0.2377683748749687,"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."}}