{"id":"W3139904954","doi":"10.1029/2021eo156621","title":"Why Trillions of Jellyfish Washed Ashore from Canada to California","year":2021,"lang":"en","type":"article","venue":"Eos","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jellyfish; Fishery; Oceanography; Biology; Geology","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":[0.0003188839,0.0001391894,0.0001957391,0.0005219529,0.00441425,0.001623145,0.0006089276,0.0006943051,0.0118447],"category_scores_gemma":[0.001715715,0.0001787055,0.0002222173,0.0006010139,0.001196119,0.0008736232,0.0006101127,0.001002043,0.0005821541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01182337,"about_ca_system_score_gemma":0.009535799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710163,"about_ca_topic_score_gemma":0.9926193,"domain_scores_codex":[0.9996657,0.00001294227,0.000009866561,0.00008135489,0.00006755501,0.000162477],"domain_scores_gemma":[0.9981915,0.00005837031,0.0001595391,0.00004869832,0.0009851442,0.0005566259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000189635,0.000049773,0.9217733,0.0001115601,0.00007779279,0.0005042071,0.004735833,0.0002060552,0.002823461,0.001893427,0.03458071,0.03305429],"study_design_scores_gemma":[0.00001136167,0.00003018727,0.9407296,0.0001548401,0.00003964169,0.0002255709,0.02705544,0.0001860654,0.0004439646,0.0002790691,0.03081951,0.0000246895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599638,0.001282701,0.0001242051,0.01036489,0.0003133762,0.00001966769,0.001058443,0.00003261636,0.02684026],"genre_scores_gemma":[0.9838775,0.001006683,0.0001601086,0.002172332,0.00003193731,0.000005352527,0.0004260238,0.00001970406,0.0123004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02898371,"threshold_uncertainty_score":0.08578497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007937551414257242,"score_gpt":0.1759371786900803,"score_spread":0.1679996272758231,"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."}}