{"id":"W1894104261","doi":"10.1139/a2012-010","title":"Role of ambient light in structuring north-temperate fish communities: potential effects of increasing dissolved organic carbon concentration with a changing climate","year":2012,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Environmental science; Dissolved organic carbon; Ecology; Climate change; Habitat; Boreal; Temperate climate; Taiga; Trophic level; Freshwater ecosystem; Ecosystem; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004938027,0.0001653695,0.0001909885,0.0004743225,0.0005906473,0.0007271338,0.0002131158,0.0003017178,0.000487377],"category_scores_gemma":[0.0005587081,0.0001624909,0.0002094948,0.000270132,0.0006611503,0.0004685574,0.0006013677,0.000166179,0.00005458459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809017,"about_ca_system_score_gemma":0.000428236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124592,"about_ca_topic_score_gemma":0.03703838,"domain_scores_codex":[0.9998235,0.00005896803,0.00001101212,0.0000439628,0.00002540415,0.0000371923],"domain_scores_gemma":[0.9996074,0.00007596463,0.0001289083,0.00001331114,0.00004915237,0.0001252991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003267366,0.00009873664,0.9154275,0.0001705997,0.0001483924,0.0001651013,0.001121256,0.0006965861,0.06182425,0.0003234404,0.0001926377,0.01950477],"study_design_scores_gemma":[0.000002334057,0.00004548382,0.9989218,0.000003952066,0.000008980268,0.00001754636,0.0002059323,0.0002658831,0.0002524815,0.00006836184,0.0002031197,0.000004300975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9975834,0.0009374149,0.0004185835,0.0001002252,0.000004249202,0.00000990471,0.00005807708,0.000008696442,0.0008794267],"genre_scores_gemma":[0.999254,0.0002044492,0.0003695479,0.00003981461,0.000008312352,0.00000631369,0.0000331771,0.000002558958,0.00008177206],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0124592,"threshold_uncertainty_score":0.02477336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003848053302005991,"score_gpt":0.1806360859266404,"score_spread":0.1767880326246344,"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."}}