{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000371338,0.001025061,0.001056615,0.0001154924,0.0003778958,0.0004969782,0.002057723,0.0003930027,0.0001722186],"category_scores_gemma":[0.000005703253,0.001060728,0.00009047239,0.0001836765,0.00005415794,0.0003194306,0.0008413955,0.001310581,0.00001409716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004992358,"about_ca_system_score_gemma":0.0007830806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9761959,"about_ca_topic_score_gemma":0.9999432,"domain_scores_codex":[0.9962831,0.0001005705,0.0007187424,0.001138719,0.000649087,0.00110982],"domain_scores_gemma":[0.996456,0.0001142573,0.0001999434,0.002753507,0.00003995818,0.0004363906],"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":[0.00002837959,0.00003275512,0.001060971,0.001105763,0.0006514306,0.0003020887,0.0010488,0.04631231,0.00006236401,0.000001073678,0.9492923,0.0001017576],"study_design_scores_gemma":[0.0004582083,0.00002789742,0.004271475,0.001446792,0.0002862798,0.00007558458,0.00009657212,0.01437452,0.000006043439,0.000001259352,0.9778799,0.001075515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06259421,0.0009101325,0.0001500966,0.00001676327,0.006110194,0.0002241203,0.9292627,0.0002374944,0.0004942953],"genre_scores_gemma":[0.003220871,0.001216158,0.0001883748,0.00008479624,0.001888623,0.00003846751,0.9915783,0.0001161316,0.001668266],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06231562,"threshold_uncertainty_score":0.9991843,"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."}}