{"id":"W3036066923","doi":"10.15414/afz.2020.23.02.51-57","title":"Epiphyllous bryophytes in Arboretum Mlyňany (Slovakia)","year":2020,"lang":"en","type":"article","venue":"Acta fytotechnica et zootechnica/Acta fytotechnica  et zootechnica","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Botany; Evergreen; Biology; Moss; Epiphyte; Fern; Bryophyte","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003176899,0.00263628,0.00334466,0.0004453356,0.000966888,0.0005364667,0.006258714,0.003406049,0.0008997235],"category_scores_gemma":[0.001953952,0.001602561,0.001776463,0.007042274,0.001275181,0.001284105,0.004276349,0.00701415,0.0003100741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005790539,"about_ca_system_score_gemma":0.0004034977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008797528,"about_ca_topic_score_gemma":0.001967665,"domain_scores_codex":[0.9849644,0.0009466642,0.003610589,0.004519502,0.002344495,0.003614407],"domain_scores_gemma":[0.9924219,0.001836185,0.001654823,0.002193968,0.0004521661,0.001440994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001103632,0.002076721,0.0006086468,0.0002396323,0.0003030692,0.0004701497,0.0002744262,0.000155069,0.8880792,0.00668393,0.05786762,0.04213795],"study_design_scores_gemma":[0.002814865,0.004462726,0.03432722,0.0008828128,0.000320055,0.0003520213,0.0005081569,0.001416115,0.01546556,0.00479999,0.9288098,0.005840718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.404449,0.005667117,0.002042618,0.4946177,0.003113795,0.01474353,0.001639091,0.02382694,0.04990018],"genre_scores_gemma":[0.9754916,0.007432316,0.003888687,0.009985618,0.001398502,0.001142166,0.0002974523,0.0001442589,0.0002193358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8726136,"threshold_uncertainty_score":0.9991179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436691689592113,"score_gpt":0.2408343710539554,"score_spread":0.2164674541580342,"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."}}