{"id":"W2104857678","doi":"10.1111/j.1529-8817.2005.00154.x","title":"BENTHIC AND PLANKTONIC ALGAL COMMUNITIES IN A HIGH ARCTIC LAKE: PIGMENT STRUCTURE AND CONTRASTING RESPONSES TO NUTRIENT ENRICHMENT<sup>1</sup>","year":2005,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Northern Studies; Université Laval","funders":"","keywords":"Biology; Benthic zone; Phytoplankton; Plankton; Botany; Chlorophyll a; Cyanobacteria; Phototroph; Nutrient; Water column; Photosynthesis; Ecology; Environmental chemistry; Chemistry; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003674475,0.0001222683,0.0003237996,0.00006029683,0.0001288871,0.00003470032,0.0001360522,0.0001298225,0.0008086043],"category_scores_gemma":[0.00007958559,0.00005258162,0.00003269094,0.00009973827,0.0001159186,0.00007697188,0.0001088707,0.0003125201,0.000001262708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005896654,"about_ca_system_score_gemma":0.00002291555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766551,"about_ca_topic_score_gemma":0.007323479,"domain_scores_codex":[0.9989347,0.0002366616,0.0003555863,0.0001138692,0.00008380796,0.000275337],"domain_scores_gemma":[0.9990784,0.000540785,0.0001693871,0.00003068108,0.00006816017,0.0001125745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004033997,0.001136092,0.586062,0.00008317924,0.0003047711,0.0002089877,0.008626607,0.0008576243,0.2449029,0.003822453,0.002902483,0.1470589],"study_design_scores_gemma":[0.00153002,0.002561051,0.9479728,0.00006649231,0.00003602166,0.0005740687,0.00195642,0.00005812961,0.0004862954,0.0006160028,0.04396536,0.0001773788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920737,0.0005209097,0.000001444267,0.007090564,0.00008647676,0.0001550883,0.00005094178,0.000004256256,0.00001665085],"genre_scores_gemma":[0.9977068,0.000207891,0.0002296799,0.00163959,0.0001704738,0.000003214349,0.000007483572,9.877543e-7,0.00003389011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3619108,"threshold_uncertainty_score":0.885365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127874610322411,"score_gpt":0.2207955933723867,"score_spread":0.2095168472691626,"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."}}