{"id":"W2147345950","doi":"10.1126/science.1179798","title":"Smallest Algae Thrive As the Arctic Ocean Freshens","year":2009,"lang":"en","type":"article","venue":"Science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":761,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Algae; Arctic; The arctic; Oceanography; Environmental science; Biology; Ecology; Geology","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":[0.0003444761,0.0003520407,0.0004012607,0.001253653,0.0008657995,0.00102621,0.0003372057,0.0002493411,0.003098202],"category_scores_gemma":[0.001041042,0.0001745908,0.0001681896,0.000616175,0.0003992664,0.0008795367,0.00086471,0.000480375,0.001268593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005510763,"about_ca_system_score_gemma":0.0005026296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164091,"about_ca_topic_score_gemma":0.01784895,"domain_scores_codex":[0.99983,0.00001146083,0.000007823866,0.00003850132,0.00005381613,0.00005828364],"domain_scores_gemma":[0.9987637,0.0001066202,0.000242839,0.00007876869,0.0003988894,0.0004091817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009553347,0.0001151249,0.5072243,0.0004964937,0.0001633816,0.0005049363,0.004144887,0.000715571,0.2456774,0.003894117,0.008529703,0.2275787],"study_design_scores_gemma":[0.0000180486,0.0003914037,0.8806195,0.000109695,0.0001498387,0.0009730771,0.003924928,0.0005158578,0.007638731,0.002323073,0.1033001,0.00003569246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796198,0.005374745,0.0007491257,0.001120612,0.0001120253,0.00001155663,0.001126185,0.00009142342,0.01179458],"genre_scores_gemma":[0.9825126,0.007123285,0.001528053,0.0005204727,0.0001007375,0.0000187987,0.001519894,0.00002967634,0.006646456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164091,"threshold_uncertainty_score":0.02314627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008923994071988333,"score_gpt":0.2127917081139463,"score_spread":0.2038677140419579,"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."}}