{"id":"W4206984337","doi":"10.22621/cfn.v135i3.2621","title":"Distribution, status, and habitat characteristics of Columbia Quillwort (<i>Isoetes minima</i>, Isoetaceae) in Canada","year":2022,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"Environment and Climate Change Canada","keywords":"Endangered species; Habitat; Ecology; Sensu; Wildlife; Geography; Endemism; Biology; Genus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001918589,0.000233151,0.000229442,0.003614407,0.002128586,0.001001156,0.0006350892,0.0002246088,0.002307676],"category_scores_gemma":[0.0004758679,0.000158898,0.0001496576,0.003795414,0.0007837337,0.0002754695,0.0005273806,0.0003423839,0.0003164903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008867939,"about_ca_system_score_gemma":0.00711614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984015,"about_ca_topic_score_gemma":0.9970336,"domain_scores_codex":[0.999749,0.000007190829,0.000009723282,0.00004397865,0.00008797906,0.000102148],"domain_scores_gemma":[0.9993218,0.00002809511,0.0001134018,0.00001394222,0.000289538,0.0002332987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001426464,0.00004050962,0.9465487,0.0001407294,0.00004668186,0.0003727779,0.002606373,0.0002113487,0.005489389,0.0003627907,0.003904595,0.04013346],"study_design_scores_gemma":[0.000002789082,0.000007768382,0.9960396,0.0000322841,0.000007035444,0.00009978096,0.001266306,0.00008535377,0.00007910234,0.00001841792,0.002353169,0.000008375555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876138,0.001337231,0.00009945397,0.0001035358,0.00000636073,0.00002760771,0.003312926,0.00003054749,0.007468441],"genre_scores_gemma":[0.9956436,0.0006057032,0.0002391157,0.00004914523,0.000001501076,0.000009364981,0.001443477,0.000009090685,0.001999014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01598495,"threshold_uncertainty_score":0.06434166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008664170077577402,"score_gpt":0.1831516966154836,"score_spread":0.1744875265379062,"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."}}