{"id":"W2114769458","doi":"10.1007/s10750-006-0377-8","title":"Chlorophyll a seasonality in four shallow eutrophic lakes (northern British Columbia, Canada) and the critical roles of internal phosphorus loading and temperature","year":2006,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; Queen's University","funders":"Ministry of Education, India; Ministry of Earth Sciences","keywords":"Eutrophication; Hypolimnion; Phytoplankton; Chlorophyll a; Phosphorus; Environmental science; Productivity; Seasonality; Nutrient; Chlorophyll; Hydrobiology; Bloom; Spring bloom; Oceanography; Animal science; Hydrology (agriculture); Ecology; Biology; Chemistry; Botany; Geology","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":[0.0002599997,0.0003057824,0.0004100462,0.0009011625,0.003629337,0.001162919,0.0006070646,0.0004574228,0.0007229632],"category_scores_gemma":[0.0007038624,0.0003820983,0.0002001821,0.001652563,0.001402503,0.0002890316,0.0007262024,0.0003784403,0.000128665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01415472,"about_ca_system_score_gemma":0.007475495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784008,"about_ca_topic_score_gemma":0.9938886,"domain_scores_codex":[0.9998189,0.00001401451,0.000008527433,0.00004298288,0.00004408578,0.00007150733],"domain_scores_gemma":[0.9991649,0.00007215427,0.00009692681,0.00001781378,0.0004208739,0.0002273957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001620732,0.0001152203,0.9518741,0.00007976007,0.0001420146,0.0003776929,0.006701922,0.0008398172,0.02628134,0.000221479,0.001013848,0.01073203],"study_design_scores_gemma":[0.000008329754,0.00001832171,0.9981555,0.000003778498,0.00001755782,0.00002556483,0.0008275827,0.0002617921,0.0003189835,0.00001669619,0.0003389192,0.000006990715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999222,0.00007721711,0.00002563176,0.00002436738,0.0000014943,0.000005556107,0.0001987232,0.000002885909,0.0004420891],"genre_scores_gemma":[0.998078,0.00008720929,0.0001190973,0.00003452858,0.000001104865,0.00001120802,0.0003214981,0.000004717066,0.001342669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02159917,"threshold_uncertainty_score":0.1027002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003131820571382335,"score_gpt":0.1708027038602194,"score_spread":0.1676708832888371,"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."}}