{"id":"W1906975934","doi":"10.1111/fwb.12012","title":"Contrasts between dystrophic and clearwater lakes in the long‐term effects of acidification on cladoceran assemblages","year":2012,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Parks Canada","keywords":"Cladocera; Zooplankton; Ecology; Pelagic zone; Paleolimnology; Diatom; Macrophyte; Ocean acidification; Littoral zone; Hydrobiology; Environmental science; Biology; Climate change; Aquatic environment","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":[0.0002445243,0.0001620188,0.0001823953,0.0005399815,0.0006116495,0.000511534,0.0001664398,0.0001589775,0.0008717976],"category_scores_gemma":[0.0005118067,0.0001578174,0.0001381816,0.0004131522,0.0004610746,0.0002285222,0.0007146326,0.0001586914,0.00009713819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009858994,"about_ca_system_score_gemma":0.0006585308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1057348,"about_ca_topic_score_gemma":0.3127989,"domain_scores_codex":[0.9998497,0.00001602045,0.0000122719,0.00004094727,0.00002852189,0.00005256079],"domain_scores_gemma":[0.9993137,0.00006863356,0.0001914218,0.00002554338,0.0001293098,0.0002714453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002945858,0.00001476512,0.9896407,0.00001767831,0.00004895834,0.00006838937,0.0004594969,0.00003667545,0.008168012,0.00002394405,0.00006125719,0.001165467],"study_design_scores_gemma":[5.851935e-7,0.000007607302,0.9998121,6.749772e-7,0.000002090837,0.000005487791,0.000108056,0.00001224882,0.00002720344,0.000001481947,0.00002206298,4.286773e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996006,0.00005925334,0.000007938321,0.000006069845,8.464627e-7,0.000001522854,0.000106618,6.217625e-7,0.0002166757],"genre_scores_gemma":[0.9995831,0.00002414215,0.00002068859,0.00001225304,0.000001096974,0.000002045516,0.0002274653,4.65977e-7,0.0001287259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1057348,"threshold_uncertainty_score":0.2102386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137256022100538,"score_gpt":0.2262816633455761,"score_spread":0.2125560611355223,"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."}}