{"id":"W1989204904","doi":"10.1016/j.jembe.2011.06.015","title":"The combined effect of ultraviolet B radiation and temperature increase on phytoplankton dynamics and cell cycle using pulse shape recording flow cytometry","year":2011,"lang":"en","type":"article","venue":"Journal of Experimental Marine Biology and Ecology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Saudi Basic Industries Corporation","keywords":"Mesocosm; Biology; Flow cytometry; Phytoplankton; Abundance (ecology); Ultraviolet; Estuary; Cell cycle; Animal science; Cell; Ecology; Molecular biology; Biochemistry; Materials science; Ecosystem; Nutrient","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":[0.000329758,0.0001851196,0.0003309166,0.0002508529,0.000259643,0.0004514389,0.0002581088,0.00035714,0.001135783],"category_scores_gemma":[0.0003163808,0.0002633634,0.0003151036,0.0002616449,0.000307692,0.0004565628,0.0002522454,0.0008460037,0.0001125699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012604,"about_ca_system_score_gemma":0.0002766153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007765364,"about_ca_topic_score_gemma":0.001441407,"domain_scores_codex":[0.9998304,0.00004066477,0.00001389396,0.00004796652,0.00004208396,0.00002496186],"domain_scores_gemma":[0.9996468,0.0002058734,0.00003908577,0.00004198701,0.0000253845,0.00004093349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005476379,0.00002396576,0.0007348349,0.00002271336,0.000008741185,0.00001086448,0.00002730937,0.0001135633,0.996473,0.00004195557,0.00002314182,0.001972183],"study_design_scores_gemma":[0.00007127797,0.0006855484,0.03403663,0.000005539375,0.00005863557,0.00009696133,0.00005676579,0.005042882,0.9592508,0.0001148335,0.0005616706,0.00001846085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955528,0.0007118623,0.002712549,0.00007475961,0.00003174376,0.0000170228,0.0001852511,0.00003647174,0.0006774854],"genre_scores_gemma":[0.9946542,0.0006135303,0.003454027,0.00008439329,0.00004133117,0.00005192819,0.0001289252,0.00002318088,0.0009482808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001135783,"threshold_uncertainty_score":0.003799617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005534276542841219,"score_gpt":0.214009053232227,"score_spread":0.2084747766893858,"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."}}