{"id":"W2989569322","doi":"10.20531/tfb.2019.47.2.13","title":"Five new species of Platostoma (Lamiaceae) from North-Eastern Thailand","year":2019,"lang":"en","type":"article","venue":"Thai Forest Bulletin (Botany)","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Lamiaceae; Geography; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005389125,0.0002324218,0.0002790776,0.0000417144,0.00006227227,0.00004193123,0.0003414036,0.0001740005,0.001817236],"category_scores_gemma":[0.00003389201,0.000212904,0.0001548366,0.00007973472,0.0001103252,0.00000453961,0.0001826442,0.0001357595,0.0009886014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001577941,"about_ca_system_score_gemma":0.00006378061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004707981,"about_ca_topic_score_gemma":0.001111639,"domain_scores_codex":[0.9987891,0.00003111641,0.0002770287,0.000380507,0.0002139845,0.0003083104],"domain_scores_gemma":[0.9991538,0.00003502049,0.0001424364,0.0004861837,0.00005217153,0.0001303682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004258512,0.00008454589,0.7125655,0.0000178936,0.0001586222,0.00001455523,0.0001866921,0.00008285002,0.214522,0.0004802565,0.07111407,0.0003470766],"study_design_scores_gemma":[0.001133375,0.0003332713,0.3374547,0.00004961338,0.00004442729,0.00001585938,0.0001652345,0.00006093375,0.01365965,0.00009692462,0.6466225,0.000363499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796832,0.00105547,0.0001342415,0.0002482527,0.0003646745,0.0002837029,0.0002746259,0.00002340928,0.01793248],"genre_scores_gemma":[0.9305506,0.0001510091,0.000337474,0.0001461335,0.0004523473,0.000007567748,0.0003273764,0.00002778649,0.06799965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5755084,"threshold_uncertainty_score":0.9997892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008832373775534712,"score_gpt":0.1888450276345267,"score_spread":0.180012653858992,"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."}}