{"id":"W6925239685","doi":"10.17632/nytpb5mrfm.1","title":"Bloom Announcement: 2017 Hamilton Harbour Lake Ontario (Ontario Canada) Cyanobacterial Bloom","year":2021,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Aerospace Engineering and Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harbour; Eutrophication; Bloom; Climate change; Algal bloom; Water quality; Hydrology (agriculture); Aquatic plant","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":[0.0006605784,0.001447632,0.001221676,0.00330693,0.002335289,0.003067023,0.002298566,0.001347231,0.03842762],"category_scores_gemma":[0.004458547,0.0007292698,0.0008438098,0.008932292,0.0007314759,0.001066976,0.001717854,0.001153441,0.03002037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01400479,"about_ca_system_score_gemma":0.02209138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9107835,"about_ca_topic_score_gemma":0.9591047,"domain_scores_codex":[0.9990989,0.00003755305,0.00007764014,0.0002097668,0.0003345296,0.0002415557],"domain_scores_gemma":[0.9965181,0.0002749344,0.0002794252,0.0004296199,0.002065045,0.0004328701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000464735,0.000007650805,0.00337598,0.0003634914,0.0000197743,0.00002802463,0.00004999086,0.0001254765,0.0001003408,0.0002732976,0.9936205,0.001989068],"study_design_scores_gemma":[0.0001157149,0.000007585927,0.0310653,0.0003281101,0.00003223648,0.00003289296,0.000202618,0.0003620854,0.0003055976,0.0003897213,0.9671173,0.00004091729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001941038,0.00005567223,0.00001930137,0.00006277122,0.00001580919,0.00000733119,0.9988574,0.00008215137,0.000705478],"genre_scores_gemma":[0.0008676225,0.00009050883,0.0001159822,0.00004004189,0.000006286298,0.00003426239,0.9975439,0.0000262295,0.001275203],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08921647,"threshold_uncertainty_score":0.1794837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00969130342874768,"score_gpt":0.1769249284478828,"score_spread":0.1672336250191351,"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."}}