{"id":"W4321598089","doi":"10.1898/nwn20-07","title":"RAPID CONSUMPTION OF KELP CRAB: IMPLICATIONS FOR SEA OTTERS IN WASHINGTON STATE","year":2023,"lang":"en","type":"article","venue":"Northwestern Naturalist","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation; University of Victoria","funders":"Hakai Institute","keywords":"Otter; Kelp; Kelp forest; Fishery; Population; Ecology; Foraging; Biology; Environmental science; Geography; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002341166,0.00008522392,0.00013117,0.0000667366,0.00006437606,0.000007721378,0.0001649638,0.00008707464,0.0002419684],"category_scores_gemma":[0.00002817121,0.00007987604,0.00004786106,0.0002064359,0.0001790167,0.000113741,0.00008293442,0.0001022785,0.0002904093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008256995,"about_ca_system_score_gemma":0.000006302745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004114892,"about_ca_topic_score_gemma":0.01431902,"domain_scores_codex":[0.9992084,0.00003894688,0.0002179031,0.0002399924,0.000050021,0.0002447192],"domain_scores_gemma":[0.9995143,0.0001700125,0.00009025756,0.0001789043,0.000008493155,0.00003798014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004125488,0.00002180948,0.989345,0.00001529086,0.000005988209,0.000001252347,0.0002710774,0.0002980641,0.004124411,0.00004166841,0.002146593,0.003687641],"study_design_scores_gemma":[0.0003972928,0.00003271474,0.993546,0.000005003151,0.000005363648,0.000002822552,0.00002662919,0.0002163132,0.0005772821,0.000365605,0.004735803,0.00008918245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977164,0.00002121438,0.00001978361,0.001455742,0.0001617959,0.0002976872,0.0001661491,0.00004352322,0.0001177597],"genre_scores_gemma":[0.9986705,0.00007018217,0.00008772445,0.0003395143,0.00001104568,0.00004473818,0.0002922208,0.000008359971,0.0004756905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01390753,"threshold_uncertainty_score":0.7990347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958904148682828,"score_gpt":0.2806657869781722,"score_spread":0.2510767454913439,"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."}}