{"id":"W4399738134","doi":"10.1640/0002-8444-114.2.111","title":"Isoetes salishensis, sp. nov. (Isoetaceae - Lycopodiopsida), An Endemic Quillwort of Coastal British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"American Fern Journal","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Geography; Endemism; Botany; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002782187,0.0001490594,0.0003909082,0.00006001042,0.0001700455,0.0004217142,0.0003467361,0.00004896784,0.005447674],"category_scores_gemma":[0.00003892435,0.00017399,0.00009968815,0.0003322025,0.0003114646,0.000291904,0.00003103984,0.0004411509,0.00002175473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001475172,"about_ca_system_score_gemma":0.001021498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928915,"about_ca_topic_score_gemma":0.9990592,"domain_scores_codex":[0.998242,0.0001353057,0.0004441343,0.0003062159,0.0003866221,0.0004857804],"domain_scores_gemma":[0.9990872,0.0001469993,0.0001788075,0.000158859,0.00008033134,0.0003478539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002105226,0.0000103744,0.6428259,0.00001131777,0.00006533015,0.0006301025,0.00003622041,0.00002746036,0.00007552715,0.000001971996,0.01650676,0.339788],"study_design_scores_gemma":[0.0002102215,0.0008168156,0.8270453,0.00008983593,0.00006073972,0.0075959,0.001509993,0.0009994896,0.00002113827,0.0002047124,0.1610197,0.0004260807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868501,0.001144135,0.00002722929,0.0001722772,0.0008422706,0.00006423239,0.001077558,0.00003709219,0.009785033],"genre_scores_gemma":[0.9959032,0.0004142705,0.0002035894,0.0005492749,0.0003982691,3.641007e-7,0.0002861269,0.000009255543,0.002235667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3393619,"threshold_uncertainty_score":0.9954615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006130312506134275,"score_gpt":0.1912885794144977,"score_spread":0.1851582669083635,"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."}}