{"id":"W7130278611","doi":"","title":"Physical processes affecting water quality in Hamilton Harbour","year":2016,"lang":"","type":"article","venue":"Open MIND","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harbour; Hypolimnion; Water quality; Circulation (fluid dynamics); Hydrology (agriculture); Water circulation; Water pollution; Eutrophication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006876254,0.0001647478,0.0001780652,0.0005352767,0.0004938351,0.000590059,0.0001591295,0.0001432463,0.0007454992],"category_scores_gemma":[0.0001613941,0.0001310998,0.0001894802,0.0008128831,0.0004289473,0.0001837252,0.0004354331,0.000148635,0.00009020019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002582913,"about_ca_system_score_gemma":0.0010884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2854731,"about_ca_topic_score_gemma":0.3888962,"domain_scores_codex":[0.9999117,0.000007481977,0.000004589247,0.00001633912,0.00003857444,0.00002117714],"domain_scores_gemma":[0.9998584,0.00001252716,0.00005440964,0.000003246861,0.00003969087,0.00003178726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004427072,0.00004463767,0.8409802,0.0004318324,0.0002184346,0.00112772,0.001262743,0.001807201,0.08670046,0.0004173466,0.001495013,0.06507179],"study_design_scores_gemma":[0.000002143105,0.00003618732,0.9969607,0.000006690458,0.00001932407,0.00005746768,0.000173662,0.0001360559,0.0009833311,0.000043031,0.001573488,0.000007869743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894377,0.004250573,0.000963795,0.0002292493,0.00001907326,0.00003848245,0.0007729391,0.00005563256,0.0042325],"genre_scores_gemma":[0.9959865,0.002232046,0.0004721031,0.00005262347,0.00001184252,0.000008800246,0.0002549615,0.000005672564,0.0009753418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7145269,"threshold_uncertainty_score":0.5676229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289248589387728,"score_gpt":0.3101653961250676,"score_spread":0.2772729102311903,"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."}}