{"id":"W7010088094","doi":"","title":"Gormley - Christopher Parsons - Monday, December 19, 2022","year":2022,"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":"Work (physics); 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":[],"category_scores_codex":[0.0004796972,0.0006869078,0.0003763874,0.000734138,0.003097997,0.003685387,0.0006022327,0.002243742,0.7212647],"category_scores_gemma":[0.002810164,0.0004652885,0.0002533334,0.0008771448,0.0004072616,0.002087014,0.001606296,0.002359674,0.5568669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458133,"about_ca_system_score_gemma":0.002068612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04976266,"about_ca_topic_score_gemma":0.2098054,"domain_scores_codex":[0.9996357,0.00002967223,0.000009647561,0.00005480561,0.0001732068,0.00009695454],"domain_scores_gemma":[0.9985738,0.0001021673,0.00004641779,0.00006582982,0.0006185345,0.0005932724],"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":[0.000005475472,0.000003468047,0.00002615794,0.000008958214,1.995887e-7,0.000009236262,0.00001029183,0.000002454134,0.00001544916,0.0001404088,0.9972339,0.002543947],"study_design_scores_gemma":[0.000002571551,0.000003666791,0.0003205863,0.00001477125,3.994191e-7,0.000006860556,0.00004623165,0.000006414029,0.00002149727,0.00003566098,0.9995394,0.000002004696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005195314,0.001050078,0.0001616142,0.009875978,0.004578629,0.0001081529,0.004938995,0.001121857,0.9776452],"genre_scores_gemma":[0.0006087325,0.0001633756,0.00003271631,0.0007328598,0.0001244564,0.00001356739,0.000419665,0.0001253765,0.9977793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7212647,"threshold_uncertainty_score":0.397582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007107017220820114,"score_gpt":0.1973794958519449,"score_spread":0.1902724786311248,"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."}}