{"id":"W7034976489","doi":"","title":"Vignette 03: Birds of the Salish Sea","year":2021,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abundance (ecology); Marine mammal; Wildlife; Ornithology; Vignette; Tourism; Recreation; Mammal; Biodiversity","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":[0.0001324324,0.0002190033,0.0001277634,0.0006900862,0.002414026,0.0007752407,0.0002574511,0.000898994,0.04636343],"category_scores_gemma":[0.0003347589,0.0001032396,0.0001309261,0.0008659311,0.0004538063,0.0004302686,0.0006989967,0.0009757064,0.004488561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211993,"about_ca_system_score_gemma":0.0003870318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1600682,"about_ca_topic_score_gemma":0.4187089,"domain_scores_codex":[0.9998741,0.00002635826,0.000006722583,0.00002379318,0.00003780355,0.00003123697],"domain_scores_gemma":[0.9999158,0.00001659117,0.00001071309,0.000004753523,0.00001841201,0.00003367079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002760561,0.00008071381,0.04968746,0.0005200023,0.00002479652,0.007638468,0.01087864,0.0003779571,0.0032132,0.0129804,0.8322833,0.08203912],"study_design_scores_gemma":[0.000006173017,0.00002732347,0.0739645,0.00004501169,0.000002403146,0.001806155,0.002655426,0.00003739445,0.0001582987,0.0004041778,0.9208816,0.00001164976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.198829,0.01204764,0.001154555,0.03605101,0.006036294,0.0003356409,0.02012871,0.0005859003,0.7248312],"genre_scores_gemma":[0.3307426,0.006455801,0.003972497,0.01196654,0.003721289,0.0001593244,0.01062709,0.0002235728,0.6321313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1600682,"threshold_uncertainty_score":0.3182729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253287778390556,"score_gpt":0.2088595637527768,"score_spread":0.1963266859688712,"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."}}