{"id":"W7028689993","doi":"","title":"Gormley - Dr. Ferrukh Faruqui - Monday, December 5, 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":"Government (linguistics); Joins; Public policy; Mental disease","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":[0.0004096106,0.0005585476,0.0003478923,0.0006352714,0.003250297,0.002428154,0.0006027395,0.002607268,0.6277534],"category_scores_gemma":[0.00243365,0.0003425891,0.00027723,0.0004357512,0.0005020361,0.001101563,0.001095461,0.002784524,0.3573314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00237707,"about_ca_system_score_gemma":0.003806951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1646463,"about_ca_topic_score_gemma":0.4408526,"domain_scores_codex":[0.9996283,0.00002986165,0.000009128705,0.00004370552,0.0001678344,0.0001210924],"domain_scores_gemma":[0.9983194,0.00008445503,0.00003693897,0.0000387702,0.0006290958,0.0008913669],"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":[0.000004820525,0.000003581801,0.00004233052,0.00000666444,2.019883e-7,0.00001514333,0.000007620994,0.00000207626,0.00001164161,0.0001101373,0.9962852,0.003510653],"study_design_scores_gemma":[0.000004586409,0.000004301873,0.0004007355,0.00002990443,6.00841e-7,0.00003723907,0.00006452217,0.00001095827,0.00002036373,0.00004864989,0.9993752,0.000003016205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007983558,0.003189777,0.0001537732,0.04409429,0.01037651,0.0001046901,0.001873797,0.0007261165,0.9386827],"genre_scores_gemma":[0.00113317,0.0005880722,0.00005310902,0.004832571,0.000303372,0.00001101982,0.0002243954,0.00007704984,0.9927772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3722466,"threshold_uncertainty_score":0.5309646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007900585444393237,"score_gpt":0.2021696283971882,"score_spread":0.194269042952795,"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."}}