{"id":"W4318482985","doi":"10.3390/plants12030571","title":"Host Tree and Geography Induce Metabolic Shifts in the Epiphytic Liverwort Radula complanata","year":2023,"lang":"en","type":"article","venue":"Plants","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; Leibniz-Gemeinschaft; Deutsche Forschungsgemeinschaft","keywords":"Biology; Epiphyte; Host (biology); Metabolome; Metabolite; Habitat; Generalist and specialist species; Metabolomics; Ecology; Biochemistry; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001886315,0.00009329877,0.000147931,0.00002077786,0.0001857327,0.00003345235,0.0001980014,0.00004172261,0.0000219061],"category_scores_gemma":[0.00001061393,0.00002710183,0.00003872655,0.0004449082,0.00005350368,0.00003907039,0.00007801197,0.0001063052,0.00004048525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001840525,"about_ca_system_score_gemma":0.000001598998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009702563,"about_ca_topic_score_gemma":0.004092441,"domain_scores_codex":[0.9992917,0.0000534388,0.0001034622,0.000179885,0.0001319653,0.000239536],"domain_scores_gemma":[0.9996645,0.0002222053,0.00002927541,0.00004167859,0.000006780695,0.00003552407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006133159,0.0001578624,0.7082325,0.00002289974,0.0001036671,0.0001897328,0.001673944,0.000001268379,0.002628972,0.0005373668,0.02201334,0.2643772],"study_design_scores_gemma":[0.00009211585,0.00003646056,0.9599551,0.00001320834,0.000005929386,0.000006693139,0.0006088467,0.00002549011,0.000007522902,0.0001550589,0.03901243,0.00008115816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952527,0.001136314,3.624793e-8,0.001585723,0.0003897889,0.0001237234,0.00008922823,0.00003266406,0.001389766],"genre_scores_gemma":[0.9969373,0.002349461,0.000003425961,0.0002808763,0.0003460963,0.00001027341,0.00004359097,5.072641e-7,0.00002850663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.264296,"threshold_uncertainty_score":0.2283678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642588850552651,"score_gpt":0.2197896163853596,"score_spread":0.1933637278798331,"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."}}