{"id":"W4403667358","doi":"10.22621/cfn.v137i4.3249","title":"<i>Frullania stylifera</i> (Frullaniaceae), a new addition to the liverwort flora of Canada","year":2024,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alberta Museum","funders":"Government of Alberta","keywords":"Flora (microbiology); Biology; Zoology; Genetics; Bacteria","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":[0.0001204543,0.0002878823,0.0002340718,0.002080734,0.00249764,0.0007212781,0.0004171111,0.0001617107,0.003992544],"category_scores_gemma":[0.0001391779,0.0001190336,0.0001633438,0.001614797,0.0006202766,0.000296871,0.0004251376,0.0003716855,0.0008149823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004249996,"about_ca_system_score_gemma":0.00476796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8653841,"about_ca_topic_score_gemma":0.967847,"domain_scores_codex":[0.9999067,0.000003472656,0.000004858749,0.00002032708,0.00003735184,0.00002732414],"domain_scores_gemma":[0.9997991,0.00001185794,0.00003602232,0.00001258476,0.00009722115,0.0000432741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002292862,0.00003915218,0.1176337,0.0004956772,0.00004279509,0.001940483,0.004495372,0.0005274346,0.06775366,0.002441749,0.02201791,0.7823827],"study_design_scores_gemma":[0.00001089483,0.00006527107,0.6553367,0.0001327485,0.00004942458,0.001597943,0.002300252,0.0005602358,0.004914771,0.0003306018,0.3346629,0.00003827282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8123731,0.01091328,0.004275061,0.001231987,0.0001691713,0.0002712601,0.01282789,0.001168438,0.1567697],"genre_scores_gemma":[0.9329525,0.002774731,0.009593691,0.0003606595,0.00003935774,0.00003641917,0.005117952,0.0001078348,0.04901686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1346159,"threshold_uncertainty_score":0.2708173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009855165399871742,"score_gpt":0.1915874445788035,"score_spread":0.1817322791789318,"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."}}