{"id":"W2037008939","doi":"10.1029/2005jc002922","title":"Modeling ice algal growth and decline in a seasonally ice‐covered region of the Arctic (Resolute Passage, Canadian Archipelago)","year":2005,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Fisheries and Oceans Canada","funders":"","keywords":"Sea ice; Oceanography; Meltwater; Bloom; Melt pond; Arctic ice pack; Environmental science; Algal bloom; Biomass (ecology); Antarctic sea ice; Snowmelt; Cryosphere; Snow; Arctic; Algae; Geology; Phytoplankton; Nutrient; Ecology; Geomorphology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000272376,0.0008089538,0.0004719135,0.0004048213,0.001195234,0.001022126,0.00144814,0.001000006,0.0008151635],"category_scores_gemma":[0.0006617217,0.0004797991,0.0007681795,0.0006507464,0.0007211929,0.0004491379,0.0005275448,0.0006061379,0.00008891298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00955503,"about_ca_system_score_gemma":0.007816914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9303381,"about_ca_topic_score_gemma":0.8953087,"domain_scores_codex":[0.9998884,0.00001296941,0.000003534996,0.00003011368,0.00001811278,0.0000467441],"domain_scores_gemma":[0.9997738,0.00005547516,0.00002802933,0.00001128723,0.0000656566,0.0000658279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000060201,0.00004270523,0.01307081,0.00001849811,0.00003854476,0.00005035251,0.00004937884,0.98364,0.001681581,0.0003660272,0.0001902748,0.000791689],"study_design_scores_gemma":[0.00004450854,0.00003414639,0.01307271,0.000003832427,0.00003040309,0.00001035241,0.00007915015,0.9857116,0.0005020085,0.0001203825,0.00037383,0.00001708037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956629,0.00009148869,0.001239808,0.0001144142,0.00001060253,0.00001556065,0.0006371202,0.0000696148,0.002158599],"genre_scores_gemma":[0.9972128,0.00009641969,0.001291703,0.00002649931,0.000004427943,0.00001545962,0.0004742464,0.00001589888,0.0008625746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06966192,"threshold_uncertainty_score":0.1401443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266182784569177,"score_gpt":0.2590281253505642,"score_spread":0.2363662975048724,"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."}}