{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036897,0.00006355636,0.000156042,0.0000185234,0.00006057406,0.000004789291,0.000113267,0.0000478037,0.02680733],"category_scores_gemma":[0.00007033267,0.00005566451,0.00002590165,0.0001437352,0.00002376621,0.0000237427,0.00001771336,0.00007390355,0.0001896657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003631491,"about_ca_system_score_gemma":0.0002554424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8456729,"about_ca_topic_score_gemma":0.9929466,"domain_scores_codex":[0.9994042,0.00005738547,0.0001334831,0.0001606591,0.00007495047,0.0001693065],"domain_scores_gemma":[0.9995621,0.0001278756,0.00001965454,0.000148265,0.00003589269,0.0001062103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003002358,0.00001543372,0.7495753,0.00000712593,0.0000415019,0.0000726385,0.00006181133,0.0009038165,0.0006274643,0.00002415136,0.2425076,0.006133178],"study_design_scores_gemma":[0.0001271844,0.00004461038,0.8522077,0.000004345693,0.00001210644,0.000003990621,0.000105127,0.001314849,0.002811861,0.001077303,0.1421787,0.00011229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887259,0.00006846743,0.00001695903,0.00244958,0.000455347,0.00005207894,0.0006197668,0.000008018372,0.00760388],"genre_scores_gemma":[0.9928434,0.000009164662,0.0002804009,0.005975425,0.00008522076,7.906625e-7,0.0005540192,0.000001456929,0.0002500494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472737,"threshold_uncertainty_score":0.9740823,"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."}}