{"id":"W6949887117","doi":"10.5281/zenodo.5109914","title":"UNESCO Harmful Algae News NO.56","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algal bloom; Fish <Actinopterygii>; Steering committee; Algae; Plan (archaeology); Ecological succession; Port (circuit theory)","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":[0.0008950629,0.0008608096,0.000468945,0.001442313,0.001266906,0.003954485,0.0009544248,0.002756665,0.1845052],"category_scores_gemma":[0.002278473,0.0004842293,0.0005428437,0.002141081,0.0006523979,0.002145335,0.002004181,0.002898724,0.1073509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006071,"about_ca_system_score_gemma":0.003500018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05064189,"about_ca_topic_score_gemma":0.06844311,"domain_scores_codex":[0.9992439,0.00004428931,0.00004688464,0.00006690039,0.0005089602,0.00008904034],"domain_scores_gemma":[0.998889,0.0001391496,0.00009405956,0.000126236,0.0006040414,0.0001474476],"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":[0.00003142837,0.00001965863,0.0002137527,0.0003418572,0.000002868847,0.0000781287,0.00007748965,0.00003525656,0.0005383202,0.001745718,0.9271699,0.0697456],"study_design_scores_gemma":[0.000001451262,0.000002224081,0.0003054909,0.0001071783,7.398197e-7,0.00001204854,0.00003624406,0.000004863482,0.00006625366,0.0001725768,0.9992889,0.000001979682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001197133,0.02141125,0.0006975653,0.03931512,0.01773548,0.0003124122,0.01886133,0.0009656808,0.899504],"genre_scores_gemma":[0.002050822,0.009136304,0.0006635371,0.007451819,0.000878308,0.0001112061,0.007628934,0.000257493,0.9718218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1845052,"threshold_uncertainty_score":0.6172315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03911431470681814,"score_gpt":0.2757036733768418,"score_spread":0.2365893586700236,"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."}}