{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009262814,0.0002446211,0.0002620417,0.00007921112,0.01457299,0.0009846559,0.001786834,0.00007845541,0.2000608],"category_scores_gemma":[0.0002356599,0.000147535,0.0001711373,0.001428699,0.0003149676,0.0001755395,0.005473372,0.0006569098,0.00594337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590698,"about_ca_system_score_gemma":0.000003537075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712356,"about_ca_topic_score_gemma":0.000005062222,"domain_scores_codex":[0.9966949,0.000787133,0.0003511407,0.0006936104,0.0007271013,0.0007460996],"domain_scores_gemma":[0.998854,0.00005119077,0.0001760523,0.0002439012,0.0004021836,0.0002726885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001050091,0.0002876303,0.00001534748,0.00003353188,0.00007340941,0.00002683672,0.0007828136,0.00002530257,0.001613656,0.00213863,0.815396,0.1795018],"study_design_scores_gemma":[0.0003132348,0.001111064,0.002963347,0.00001189933,0.00002262408,0.0001167872,0.004514383,0.0001676674,0.0000255201,0.0001462945,0.9902946,0.0003126297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2462722,0.003998109,0.0001043049,0.05488476,0.01044993,0.002580775,0.008081364,0.002578892,0.6710497],"genre_scores_gemma":[0.9735946,0.001076238,0.000048878,0.0009092267,0.003787162,2.356397e-7,0.003898233,0.0004309153,0.01625453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7273224,"threshold_uncertainty_score":0.9948306,"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."}}