{"id":"W4206984337","doi":"10.22621/cfn.v135i3.2621","title":"Distribution, status, and habitat characteristics of Columbia Quillwort (&lt;i&gt;Isoetes minima&lt;/i&gt;, 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002387065,0.0001364512,0.0002559249,0.00001410873,0.0005216105,0.00005372435,0.0003702138,0.00008468032,0.001562805],"category_scores_gemma":[0.0001682113,0.00007285196,0.00005019065,0.0003054513,0.0001259145,0.00004457025,0.0001132934,0.0002804158,0.000004001923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005406159,"about_ca_system_score_gemma":0.0004482332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905463,"about_ca_topic_score_gemma":0.9999484,"domain_scores_codex":[0.998576,0.0001596841,0.0002938833,0.0002696991,0.0001843685,0.0005163204],"domain_scores_gemma":[0.9991192,0.0003336071,0.000113713,0.0001213328,0.00006492054,0.0002472095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009767831,0.00003465648,0.6617965,0.00002562861,0.00004821654,0.00006343623,0.0002563099,0.000003366028,0.009997468,0.00277378,0.3063127,0.01859032],"study_design_scores_gemma":[0.00007266078,0.0000608106,0.6521773,0.000005327482,0.000007421212,0.000007738552,0.0001548833,0.0000237449,0.00002745677,0.0001158305,0.3472168,0.0001299768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833574,0.0005444094,3.711171e-8,0.01221461,0.0004233558,0.0001954006,0.002441144,0.000008464554,0.0008151613],"genre_scores_gemma":[0.9954841,0.000100107,0.000003346513,0.002426615,0.0000808793,0.00001907806,0.0008236145,0.000001632404,0.001060689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04090412,"threshold_uncertainty_score":0.9993499,"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."}}