{"id":"W6911866628","doi":"10.5281/zenodo.14358526","title":"Friesea sublimis MacNamara 1922","year":2022,"lang":"vi","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Distribution (mathematics); Central asia; National Unity; National nature reserve","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009831395,0.0009335192,0.0002501214,0.001760298,0.0024196,0.0004576602,0.0007875275,0.0003955105,0.02609661],"category_scores_gemma":[0.0002931531,0.0002583796,0.0002712526,0.001603231,0.0009321225,0.0006805988,0.0009091265,0.000549343,0.005615878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003292663,"about_ca_system_score_gemma":0.0008826064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2707149,"about_ca_topic_score_gemma":0.5134112,"domain_scores_codex":[0.9998647,0.0000120229,0.00000910647,0.00003730898,0.00003178525,0.00004502047],"domain_scores_gemma":[0.999902,0.00001107252,0.00002854665,0.00001032023,0.00003193337,0.00001615563],"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":[0.0003791715,0.0000820385,0.02694787,0.001309884,0.00008739911,0.004354947,0.01272183,0.0004947847,0.01153201,0.02282313,0.1683013,0.7509656],"study_design_scores_gemma":[0.00001860191,0.00003517816,0.1053126,0.0002331455,0.0000206012,0.00106992,0.001161734,0.00004142629,0.0004790573,0.0006620739,0.8909481,0.00001738826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06854639,0.05247024,0.0005046664,0.001310017,0.000839025,0.000544289,0.00527938,0.0002027943,0.8703032],"genre_scores_gemma":[0.7194453,0.01699958,0.001688903,0.0008581043,0.0004329175,0.0004936356,0.00382358,0.0001012431,0.2561567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2707149,"threshold_uncertainty_score":0.5382783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678452869119415,"score_gpt":0.2170571541558871,"score_spread":0.1802726254646929,"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."}}