{"id":"W4206376281","doi":"10.1007/s10661-021-09628-4","title":"Coastal planktonic community unaffected by Boreal hydropower complex in Québec, Canada","year":2022,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; GDG Environnement","funders":"Hydro-Québec","keywords":"Estuary; Phytoplankton; Plankton; Environmental science; Zooplankton; Salinity; Nutrient; Oceanography; Hydropower; Chlorophyll a; Ecosystem; Water quality; Discharge; Algal bloom; Ecology; Hydrology (agriculture); Fishery; Geography; Biology; Drainage basin; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002132512,0.0002564684,0.0002443607,0.000630054,0.001583233,0.0006538433,0.0005384242,0.0002052637,0.001696379],"category_scores_gemma":[0.0004658951,0.0001524162,0.0001980459,0.001252815,0.0004335457,0.0002224359,0.0003855219,0.0002131498,0.0001592243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01417013,"about_ca_system_score_gemma":0.01016609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924605,"about_ca_topic_score_gemma":0.997703,"domain_scores_codex":[0.9998059,0.00001828494,0.000008685231,0.00004893699,0.00005013062,0.00006802502],"domain_scores_gemma":[0.9994985,0.00002351228,0.00008620833,0.00001689996,0.0002439451,0.0001309448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001400483,0.0000441523,0.9817128,0.00004270655,0.00007385303,0.0004282889,0.001448882,0.0002701766,0.002791045,0.0001053425,0.001491162,0.01145145],"study_design_scores_gemma":[0.000002708806,0.00001677592,0.9978173,0.00000795565,0.000007016754,0.00003961071,0.0009696299,0.0001549998,0.00004854108,0.000005139392,0.0009254277,0.0000048772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996229,0.0002434109,0.00006204873,0.00008058018,0.00000442948,0.00002409793,0.001547556,0.000009284558,0.00179967],"genre_scores_gemma":[0.9963892,0.0001800351,0.0001484536,0.00006389033,0.000002415573,0.00001346319,0.0008735884,0.000003556526,0.002325492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01417013,"threshold_uncertainty_score":0.1028119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00798656644150502,"score_gpt":0.2243327099090875,"score_spread":0.2163461434675825,"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."}}