{"id":"W4390234308","doi":"10.17520/biods.2023257","title":"Kunming-Montreal Global Biodiversity Framework and the construction of the national botanical garden system","year":2023,"lang":"en","type":"article","venue":"Biodiversity Science","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Botanical garden; Geography; Environmental resource management; Environmental planning; Environmental science; Ecology; Biology","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"],"consensus_categories":[],"category_scores_codex":[0.0006219355,0.00005062607,0.00008465697,0.000007144286,0.00156449,0.00003167836,0.0003658945,0.00005036145,0.00001531162],"category_scores_gemma":[0.0002606362,0.00001648124,0.00004826214,0.0008665145,0.002584791,0.00008448109,0.0004329345,0.00005940073,0.00005227418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004490715,"about_ca_system_score_gemma":0.00002338546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002985581,"about_ca_topic_score_gemma":0.0002547334,"domain_scores_codex":[0.9992203,0.00006773507,0.00007920789,0.0001773274,0.0003282006,0.0001272702],"domain_scores_gemma":[0.9994079,0.0002779008,0.00008071885,0.00003385619,0.0001688835,0.00003070497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003926147,0.000007277526,0.9910221,0.000002794707,0.00001073055,5.367159e-7,0.0001495555,0.00000127869,0.0001530632,0.005327448,0.002547421,0.0007385107],"study_design_scores_gemma":[0.0001217717,0.00001209292,0.9956482,0.0000053061,0.00001189199,0.000005107415,0.002849365,0.0000379189,0.00003938063,0.0005705967,0.0006605632,0.00003778629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887776,0.00001861407,0.000001081688,0.009746693,0.0002304008,0.00009782321,0.0001861452,0.00003599098,0.0009056684],"genre_scores_gemma":[0.999612,0.00001543616,0.00002747891,0.0003091733,0.00001805241,8.613403e-7,0.000001832203,2.524356e-8,0.00001507802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083448,"threshold_uncertainty_score":0.9997354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470665742598032,"score_gpt":0.2137824404040125,"score_spread":0.1890757829780322,"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."}}