{"id":"W7028693384","doi":"","title":"Gormley - Samantha Becotte - July 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":"Government (linguistics); Joins; Public policy","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":[0.0004400882,0.0005712545,0.0003362366,0.0005503131,0.003601082,0.003198478,0.0005936544,0.002343517,0.6557286],"category_scores_gemma":[0.001467793,0.0004564721,0.0002542202,0.0006233824,0.0003632026,0.001378456,0.001535211,0.002368065,0.4888566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178479,"about_ca_system_score_gemma":0.003301256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1177292,"about_ca_topic_score_gemma":0.4173661,"domain_scores_codex":[0.9996165,0.00002010253,0.000008201891,0.0000423972,0.0001765177,0.0001363066],"domain_scores_gemma":[0.9990188,0.0000475566,0.00002364577,0.00004249097,0.0004235766,0.0004437909],"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":[0.00001031406,0.000007583576,0.00006660529,0.00001022145,3.113512e-7,0.00002128585,0.00001346313,0.000005152533,0.00004083667,0.0002791614,0.9951569,0.00438819],"study_design_scores_gemma":[0.000004185169,0.000004320088,0.0006241759,0.00001639377,4.537569e-7,0.00001186448,0.00006438315,0.00001192678,0.00004139541,0.00005978868,0.9991584,0.000002830833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009510845,0.0005947074,0.0001271946,0.00583953,0.002763507,0.0001332775,0.003727674,0.0006803311,0.9851827],"genre_scores_gemma":[0.0006037434,0.00006647381,0.00001984622,0.0006124532,0.00003992872,0.00001020388,0.000261913,0.00005524243,0.9983301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3442714,"threshold_uncertainty_score":0.4910613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008797984432692732,"score_gpt":0.2002713273328434,"score_spread":0.1914733429001507,"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."}}