{"id":"W2075329178","doi":"10.1007/s10661-006-7237-x","title":"Variations in Epilimnion Thickness in Small Boreal Shield Lakes: Relationships with Transparency, Weather and Acidification","year":2006,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Laurentian University; Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Epilimnion; Environmental science; Boreal; Seasonality; Climate change; Loss on ignition; Stratification (seeds); Atmospheric sciences; Climatology; Hypolimnion; Ecology; Oceanography; Environmental chemistry; Eutrophication; Nutrient; Chemistry; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002075153,0.00009103675,0.00008924983,0.00005933285,0.00009455518,0.00003771695,0.00003541493,0.00004650567,0.00002399245],"category_scores_gemma":[0.000001205766,0.00007779343,0.000007783821,0.00007112487,0.0000263301,0.000138808,0.000005720941,0.0001646955,0.00000216859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001592825,"about_ca_system_score_gemma":0.00001008837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007266565,"about_ca_topic_score_gemma":0.0158947,"domain_scores_codex":[0.9993419,0.0000722324,0.0001673305,0.000195637,0.00009563127,0.0001272669],"domain_scores_gemma":[0.9997864,0.00006400564,0.00003959816,0.00007282988,0.000001089069,0.0000360464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008952489,0.00004097216,0.9895881,0.00001089191,0.000001874039,0.000004012957,0.0002444616,0.0007047442,0.00009220144,0.0001073681,4.082347e-7,0.00919598],"study_design_scores_gemma":[0.0003103588,0.00005867428,0.9959539,0.00003912435,0.00000585488,0.00000513318,0.0008883734,0.002253408,0.00003197136,0.0002759139,0.00007928757,0.00009798869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948211,0.0001823837,0.000540345,0.0001157044,0.00005340803,0.0001501236,0.00001690853,0.000009824105,0.004110253],"genre_scores_gemma":[0.9987532,0.0001355598,0.0008494777,0.000002369979,0.00005388988,0.00001135136,0.00009018846,0.000003012287,0.0001009323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009097992,"threshold_uncertainty_score":0.9993441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580056177351736,"score_gpt":0.203444425811105,"score_spread":0.1876438640375877,"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."}}