{"id":"W7115564579","doi":"10.60825/f2fd-pk82","title":"Evaluation of Toronto Region area of concern degradation of phytoplankton and zooplankton populations and analysis to support loss of fish and wildlife habitat beneficial use impairments","year":2025,"lang":"en","type":"report","venue":"Fisheries and Oceans Canada / Pêches et Océans Canada - Publications","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Habitat; Zooplankton; Plankton; Biomass (ecology); Forage fish; Phytoplankton; Productivity; Wildlife; Abundance (ecology)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005274792,0.0003329114,0.0001564592,0.001755977,0.0007831918,0.0008231182,0.000481255,0.000181543,0.002048124],"category_scores_gemma":[0.001556545,0.0001510542,0.0002544085,0.001344179,0.0003196671,0.0002271161,0.0006248816,0.0001642559,0.0002666273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008355166,"about_ca_system_score_gemma":0.007108531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8568566,"about_ca_topic_score_gemma":0.951897,"domain_scores_codex":[0.9993048,0.00006665284,0.00003293723,0.00005739738,0.0004069017,0.0001313175],"domain_scores_gemma":[0.9975781,0.0001124615,0.0004878241,0.00006212453,0.001431018,0.0003285736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574141,0.00004009498,0.9706408,0.0001749472,0.00004835257,0.0003297325,0.00182623,0.001368425,0.005136628,0.0001991424,0.002435607,0.01764263],"study_design_scores_gemma":[0.000001698731,0.00005517703,0.9945734,0.0000196075,0.00001999068,0.00003893082,0.001603933,0.000751913,0.0006798007,0.00001159666,0.002238705,0.000005288557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795823,0.0003972233,0.0007199013,0.0001539971,0.00001099513,0.000246043,0.004699589,0.00007433671,0.01411557],"genre_scores_gemma":[0.9912817,0.0002899684,0.001496946,0.00004535246,0.000003997155,0.00007165171,0.002301045,0.000008156871,0.004501049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431434,"threshold_uncertainty_score":0.2879728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0835133836799247,"score_gpt":0.3035321054469854,"score_spread":0.2200187217670607,"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."}}