{"id":"W6893819410","doi":"10.5281/zenodo.5159200","title":"UNESCO Harmful Algae News NO.45","year":2012,"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":"Paralytic shellfish poisoning; Algal bloom; Algae; Ciguatera; Oyster; Bloom; 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":[0.0009960287,0.0008875525,0.0005934153,0.00140828,0.001705667,0.005354258,0.001049975,0.003217025,0.2973351],"category_scores_gemma":[0.002708761,0.000511281,0.0007262975,0.002325111,0.0005546065,0.002209278,0.002189814,0.003021491,0.2051374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881305,"about_ca_system_score_gemma":0.003867059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03986927,"about_ca_topic_score_gemma":0.04976595,"domain_scores_codex":[0.99897,0.0000563458,0.00005626214,0.00009679652,0.0006884867,0.0001321474],"domain_scores_gemma":[0.9984896,0.000120984,0.0001100473,0.0001315431,0.0009342819,0.0002134542],"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":[0.00002676242,0.00001996747,0.0001259979,0.0002202871,0.000002416719,0.00005937246,0.0000373435,0.00002096178,0.0003943419,0.0007830846,0.9580784,0.04023107],"study_design_scores_gemma":[0.000001740508,0.000003468248,0.0002426831,0.00008912024,7.453279e-7,0.00001343604,0.0000295569,0.000004253124,0.00006259082,0.0001010953,0.9994492,0.000002168634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008848789,0.02188867,0.0005443342,0.02822881,0.02214573,0.0004044824,0.01488692,0.00112185,0.9098942],"genre_scores_gemma":[0.001461125,0.008929747,0.0004375289,0.006393603,0.001174734,0.0001031979,0.005831057,0.0002773369,0.9753917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2973351,"threshold_uncertainty_score":0.9946852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317272550451195,"score_gpt":0.2598070693501343,"score_spread":0.2266343438456224,"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."}}