{"id":"W6991432595","doi":"","title":"Gormley - Nadine Ness - September 21, 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":"Joins","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":["insufficient_payload"],"category_scores_codex":[0.0003851519,0.000624739,0.000270037,0.0003716098,0.002464622,0.002669901,0.000645025,0.001508735,0.7081984],"category_scores_gemma":[0.0008634976,0.0003669404,0.0002059552,0.0004180646,0.0003425626,0.001133236,0.001893093,0.001971874,0.5162081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458262,"about_ca_system_score_gemma":0.003000314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09466387,"about_ca_topic_score_gemma":0.3846149,"domain_scores_codex":[0.999783,0.00001306337,0.00000397331,0.00003013227,0.00007723748,0.00009269629],"domain_scores_gemma":[0.9992645,0.00002779996,0.00001665513,0.00003645888,0.0002215895,0.0004329452],"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":[0.00001324226,0.0000112743,0.00009543918,0.00001486301,3.997059e-7,0.0000256102,0.00001772404,0.000008465201,0.00007065797,0.0003772219,0.9939584,0.005406859],"study_design_scores_gemma":[0.000003620755,0.000005185424,0.0005725824,0.00001680726,3.480918e-7,0.000009382947,0.00007226222,0.00001017293,0.00004635786,0.00004367579,0.999217,0.000002428186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001011605,0.0003503257,0.0001370033,0.002347891,0.001612469,0.00009069504,0.004120238,0.0006610178,0.9896687],"genre_scores_gemma":[0.0008612454,0.0000597362,0.00003234979,0.0002801931,0.00002349062,0.00001064997,0.000454544,0.00008208787,0.9981957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2918016,"threshold_uncertainty_score":0.4162196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0080902904926387,"score_gpt":0.2011996581313006,"score_spread":0.1931093676386618,"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."}}