{"id":"W4400055907","doi":"10.1002/lno.12596","title":"Photosynthetic processes in Antarctic sea ice during the spring melt","year":2024,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Division of Antarctic Sciences; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Department of Science and Innovation, South Africa; Simons Foundation; Alfred P. Sloan Foundation","keywords":"Spring (device); Sea ice; Oceanography; Geology; Environmental science; Climatology; Astrobiology; Atmospheric sciences; Biology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001808299,0.0004202107,0.0003758504,0.0007138216,0.0006805949,0.0006804457,0.0001498988,0.0003254095,0.0004431437],"category_scores_gemma":[0.0002500599,0.0002427199,0.0003059638,0.0006596941,0.0003123802,0.0002768407,0.0005280929,0.0002224465,0.0001669677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005808325,"about_ca_system_score_gemma":0.0002341742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117807,"about_ca_topic_score_gemma":0.0154536,"domain_scores_codex":[0.9999356,0.000008769177,0.00000600556,0.00001696864,0.00001692061,0.00001577549],"domain_scores_gemma":[0.9998519,0.00002408659,0.0000578427,0.000008225141,0.00002896357,0.00002898285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006365708,0.00004885347,0.8470106,0.00009100459,0.00008525373,0.0002485597,0.001169009,0.0008540946,0.1438129,0.00005586695,0.0001588763,0.005828436],"study_design_scores_gemma":[0.000001936226,0.00003380217,0.9986365,0.000002600832,0.000005569781,0.00002803301,0.0001549763,0.0001254345,0.0008435735,0.0000123898,0.0001532096,0.000001916063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994307,0.00009088245,0.00002743448,0.000007253036,0.000001991758,0.000002293475,0.0001506445,0.000002263513,0.0002863756],"genre_scores_gemma":[0.9991307,0.00008626582,0.0000555902,0.00001865044,0.000004379507,0.000008111784,0.0005164475,0.000002662501,0.0001772169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117807,"threshold_uncertainty_score":0.02222604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00535441112066951,"score_gpt":0.1904469115397475,"score_spread":0.185092500419078,"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."}}