{"id":"W6924936032","doi":"10.16904/envidat.633","title":"Snow on Antarctic Sea Ice - McMurdo Sound 2022","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Higher Education in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Buoy; Snow; Sea ice; Sea ice thickness; Antarctic sea ice; Cryosphere; Sea ice concentration; Arctic ice pack","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003868364,0.0007120004,0.0003781882,0.002433641,0.0006297592,0.0009737043,0.0006897768,0.0004888643,0.01147785],"category_scores_gemma":[0.0009354276,0.0002228492,0.000394935,0.003617677,0.0001325237,0.0003248407,0.0009105496,0.000413169,0.004930956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002245123,"about_ca_system_score_gemma":0.003413695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5758051,"about_ca_topic_score_gemma":0.6893418,"domain_scores_codex":[0.9996251,0.00002270744,0.00002246835,0.00007208905,0.0001565669,0.0001009316],"domain_scores_gemma":[0.9992181,0.0000246121,0.00008290422,0.00009532095,0.0003697902,0.0002092766],"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":[0.0009719562,0.0001270345,0.2603281,0.0006152269,0.0002617138,0.0004774366,0.000372246,0.003873181,0.001943056,0.0006482273,0.6639583,0.06642345],"study_design_scores_gemma":[0.0001575118,0.00004008145,0.6988938,0.0001700097,0.00004421786,0.00005487725,0.0004105744,0.002161254,0.0008394013,0.0001408059,0.2970637,0.00002385784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1080389,0.0005369445,0.0001557334,0.0005330877,0.0001905931,0.0001082508,0.874429,0.0002962337,0.01571132],"genre_scores_gemma":[0.0987592,0.0002791972,0.0009738515,0.0002677723,0.00007582029,0.0001939728,0.8853173,0.00007745186,0.01405557],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5758051,"threshold_uncertainty_score":0.8533862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304203528576251,"score_gpt":0.4215916184492733,"score_spread":0.3785495831635108,"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."}}