{"id":"W6950162570","doi":"10.5281/zenodo.5110029","title":"UNESCO Harmful Algae News NO.50","year":2015,"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":"Dinoflagellate; Algae; Eutrophication; Benthic zone; Algal bloom; Sargassum; Pelagic zone; Red tide","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":[0.001294658,0.001103596,0.0007493661,0.00178398,0.001779588,0.005335089,0.001317198,0.003663603,0.2455657],"category_scores_gemma":[0.003489443,0.0005698962,0.0007646107,0.002996712,0.0009308968,0.002494743,0.00272014,0.003554468,0.19371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393081,"about_ca_system_score_gemma":0.004607989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02619182,"about_ca_topic_score_gemma":0.03922036,"domain_scores_codex":[0.9985759,0.0000954451,0.00007305207,0.0001356683,0.0009565911,0.0001632661],"domain_scores_gemma":[0.9983069,0.0001814498,0.0001214849,0.0001927795,0.0009744153,0.0002229465],"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":[0.00003602489,0.00001607463,0.0001216324,0.0003303755,0.000003042307,0.00006704429,0.00005182807,0.00003338128,0.0006850541,0.001189859,0.9488364,0.04862931],"study_design_scores_gemma":[0.000001544203,0.000002521334,0.0001563433,0.00007918409,7.116899e-7,0.00001374199,0.00002737239,0.00000427126,0.00009595916,0.0001557605,0.9994604,0.000002260842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008173545,0.02412135,0.0009112502,0.03227947,0.02616352,0.0003363918,0.01616417,0.001388312,0.8978182],"genre_scores_gemma":[0.002039808,0.01359085,0.0009523012,0.01013011,0.001627691,0.0001732679,0.01028554,0.0004962441,0.9607041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2455657,"threshold_uncertainty_score":0.8214992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162749688486559,"score_gpt":0.2670242778335127,"score_spread":0.2153967809486471,"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."}}