{"id":"W2998848532","doi":"10.1016/j.hal.2019.101655","title":"Climate change and harmful benthic microalgae","year":2020,"lang":"en","type":"article","venue":"Harmful Algae","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Bundesministerium für Bildung und Forschung; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Svenska Forskningsrådet Formas; Institute of Coding; European Commission; Agence Nationale de la Recherche; Réseau de cancérologie Rossy; United Nations Educational, Scientific and Cultural Organization; U.S. Environmental Protection Agency","keywords":"Benthic zone; Climate change; Environmental science; Fishery; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002462847,0.0001745913,0.0001082295,0.0004010763,0.0002166256,0.0006197784,0.0001027136,0.0002636452,0.001458853],"category_scores_gemma":[0.0004003757,0.00005622822,0.000159915,0.0008138124,0.0001703248,0.0002316391,0.0002682098,0.0002609787,0.0001683273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000357803,"about_ca_system_score_gemma":0.0004133201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004261869,"about_ca_topic_score_gemma":0.008902228,"domain_scores_codex":[0.9999093,0.00002723965,0.00000672055,0.00001544295,0.00002497978,0.00001635373],"domain_scores_gemma":[0.9996957,0.00006459051,0.0001694249,0.000005441834,0.00003292567,0.00003203878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002920965,0.0001835625,0.5999994,0.003273861,0.0004808348,0.001440273,0.0008205867,0.002249677,0.005188918,0.007583096,0.006786701,0.3717009],"study_design_scores_gemma":[0.000006470408,0.000263368,0.9015626,0.0007906501,0.0002295529,0.0009172012,0.001164697,0.0005366567,0.001021074,0.003526419,0.08995927,0.00002202738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4124578,0.5521836,0.001248632,0.005715674,0.0004796417,0.00003591379,0.0006746645,0.00003565388,0.02716854],"genre_scores_gemma":[0.7447738,0.2498603,0.0006802924,0.000791565,0.0003146322,0.00001587,0.0002827075,0.000003794459,0.003276887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004261869,"threshold_uncertainty_score":0.008474171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026114840926646,"score_gpt":0.2579058717776014,"score_spread":0.207644723368335,"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."}}