{"id":"W2147438718","doi":"10.1890/0012-9658(2006)87[1710:csofai]2.0.co;2","title":"CENTURY-LONG SYNCHRONY OF FOSSIL ALGAE IN A CHAIN OF CANADIAN PRAIRIE LAKES","year":2006,"lang":"en","type":"article","venue":"Ecology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Algae; Ecology; Algal bloom; Taxon; Phytoplankton; Bloom; Environmental science; Biology; Nutrient","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000200975,0.00006786753,0.0001860495,0.0001111575,0.00002315227,0.000001808529,0.0001242519,0.00008994382,0.0009718702],"category_scores_gemma":[0.0000231624,0.00006648555,0.0000261877,0.0002445518,0.0001096058,0.00003349806,0.00003081181,0.00005876182,0.00004255942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601261,"about_ca_system_score_gemma":0.00005464838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3244928,"about_ca_topic_score_gemma":0.9883853,"domain_scores_codex":[0.9992459,0.0000486864,0.0002693177,0.0001309,0.00007204792,0.0002331044],"domain_scores_gemma":[0.999634,0.00006119743,0.0001154253,0.0001334119,0.00000431052,0.00005165618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003202346,0.00004397812,0.9932487,0.00001802241,0.000003463875,0.00001673482,0.0001488929,0.001810252,0.0002758084,0.002341705,0.00143585,0.0006533664],"study_design_scores_gemma":[0.0002294667,0.00006479168,0.9856083,0.00001092594,0.000003366101,0.000006425267,0.00005039883,0.003085956,0.0001047221,0.0004752541,0.01028768,0.00007266015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688498,0.0000634121,0.00003669949,0.0002471038,0.0001225993,0.0001556612,0.00002612532,0.000003837412,0.03049474],"genre_scores_gemma":[0.999352,0.000004941737,0.0002270513,0.00002853779,0.00001654669,0.000008912851,0.000008368113,0.000005348644,0.0003483332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6638925,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004351325393775552,"score_gpt":0.1863115632613008,"score_spread":0.1819602378675252,"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."}}