{"id":"W7019455021","doi":"","title":"Gormley - Michael Zwaagstra - August 31st, 2023","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public access; Joins; Launched","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003398316,0.0006721696,0.0003595652,0.0006541508,0.001559308,0.002301197,0.0005877261,0.001710701,0.8134854],"category_scores_gemma":[0.001363266,0.0004267168,0.0002556788,0.0006141888,0.0003107139,0.001578705,0.001626039,0.001851448,0.6961066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000797107,"about_ca_system_score_gemma":0.001088656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374949,"about_ca_topic_score_gemma":0.06191214,"domain_scores_codex":[0.9997181,0.00002440046,0.000008226903,0.00005414316,0.0001142186,0.00008087582],"domain_scores_gemma":[0.9992357,0.00006011223,0.00002705425,0.00004610605,0.0002593323,0.0003716401],"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":[0.00001330411,0.00001085232,0.00007602268,0.00001716463,4.138595e-7,0.00002091617,0.00001140273,0.000007007429,0.0000387147,0.0003227741,0.9860612,0.01342015],"study_design_scores_gemma":[0.000003544044,0.000005706157,0.0003222307,0.000027112,3.870898e-7,0.00001555375,0.00002972847,0.00001157348,0.0000347285,0.00007243525,0.9994751,0.000002034069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006075571,0.000891755,0.0001467032,0.004852058,0.002239274,0.00007653097,0.002867052,0.0006319987,0.9876871],"genre_scores_gemma":[0.0004050378,0.000136314,0.00002947457,0.0003537212,0.00005371341,0.000008951594,0.0002798246,0.00009641307,0.9986367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8134854,"threshold_uncertainty_score":0.2660404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008752548700898692,"score_gpt":0.1996414351245605,"score_spread":0.1908888864236618,"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."}}