{"id":"W4206197922","doi":"10.3398/064.081.0403","title":"Lichens and Allied Fungi of the North Fork Nooksack River Valley Bottom, Whatcom County, Washington: Important Biodiversity in a High-Use Area","year":2021,"lang":"en","type":"article","venue":"Western North American Naturalist","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Lichen; Biodiversity; Geography; Habitat; Archaeology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001340575,0.0001733619,0.0001303698,0.001067928,0.001505923,0.0007225362,0.0002198714,0.0001880623,0.001200848],"category_scores_gemma":[0.0002345834,0.0001301715,0.00006407363,0.001069695,0.0003144523,0.000286082,0.0004782362,0.000226255,0.0001651371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041051,"about_ca_system_score_gemma":0.001234171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3743948,"about_ca_topic_score_gemma":0.8775237,"domain_scores_codex":[0.9998705,0.00001519721,0.000008554216,0.00002639804,0.00004061757,0.00003857513],"domain_scores_gemma":[0.9997668,0.00002006685,0.00006798739,0.000009065824,0.00005823739,0.00007788715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003089892,0.00005774947,0.9766368,0.00006942729,0.00002520708,0.0003350051,0.002022891,0.00002995409,0.002886652,0.00004129042,0.0006571696,0.01720695],"study_design_scores_gemma":[0.000001055871,0.00002045784,0.9939136,0.00003001755,0.000007766273,0.0001376251,0.00418373,0.00003384598,0.0001552131,0.00001022056,0.001504112,0.00000228162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977975,0.0003138641,0.00003057422,0.00003524304,0.000003678146,0.00001177548,0.0003747873,0.000002651605,0.001429935],"genre_scores_gemma":[0.9967699,0.0005246057,0.0002938803,0.00005448966,0.000003937525,0.00001224916,0.0005217186,0.000001925866,0.001817343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3743948,"threshold_uncertainty_score":0.7444311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472991341463084,"score_gpt":0.1948519240997064,"score_spread":0.1801220106850756,"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."}}