{"id":"W2294603370","doi":"10.15273/pnsis.v42i1.3591","title":"Overview of the Ecology of the Bras d’Or Lakes with Emphasis on the Fish","year":2002,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Fish <Actinopterygii>; Emphasis (telecommunications); Ecology; Fishery; Geography; Environmental science; Engineering; Biology; Telecommunications","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":[0.000256906,0.00081735,0.000570689,0.002867126,0.0008227618,0.001226977,0.0006499648,0.0004809379,0.009991231],"category_scores_gemma":[0.0002960663,0.0002983291,0.0003039701,0.003339436,0.000594406,0.0009449152,0.0008507874,0.000884845,0.001785582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002675369,"about_ca_system_score_gemma":0.003979489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1880987,"about_ca_topic_score_gemma":0.3812337,"domain_scores_codex":[0.9998288,0.00001649904,0.00001257968,0.00002339835,0.00007815837,0.00004049061],"domain_scores_gemma":[0.9997681,0.00002460423,0.00002825965,0.000008176034,0.000101073,0.00006985411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001637645,0.00007682759,0.00879975,0.005959956,0.0001073166,0.0009615853,0.0009318059,0.002961476,0.01208555,0.01916876,0.262574,0.6862093],"study_design_scores_gemma":[0.000002730045,0.00002751252,0.0165589,0.0008322815,0.00002073279,0.0003744697,0.0001701869,0.0001176954,0.0001394616,0.001446177,0.9802949,0.00001504048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01102467,0.8214263,0.005232499,0.006293644,0.0023673,0.0001556937,0.001133876,0.0001822878,0.1521837],"genre_scores_gemma":[0.04701376,0.8087635,0.01057702,0.002674215,0.001358825,0.00008657026,0.001750539,0.00006585629,0.1277098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8119013,"threshold_uncertainty_score":0.3740076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.041099533032793,"score_gpt":0.2367520977834379,"score_spread":0.1956525647506449,"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."}}