{"id":"W7038074021","doi":"","title":"Gormley - Belton Johnson & William Robson - Friday, February 4, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joins; Head (geology); George (robot); Government (linguistics); Western hemisphere","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":[0.0005308378,0.0006897213,0.0004036508,0.0009247934,0.003535179,0.005835491,0.0006522068,0.001909038,0.7024451],"category_scores_gemma":[0.002708805,0.0004250325,0.0002222455,0.001656689,0.0006565489,0.001867144,0.001679284,0.001662421,0.5841335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003706594,"about_ca_system_score_gemma":0.006841964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2088647,"about_ca_topic_score_gemma":0.5290493,"domain_scores_codex":[0.9994795,0.00003052181,0.00001413413,0.00007210117,0.0002695999,0.0001340701],"domain_scores_gemma":[0.9983801,0.00009154504,0.00004231286,0.00009241926,0.0008405178,0.0005530595],"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":[0.000003899852,0.000004003399,0.00007664786,0.000008717249,2.367927e-7,0.00001140933,0.00001161411,0.000004687755,0.00002155407,0.0003070493,0.9935728,0.005977367],"study_design_scores_gemma":[0.000002283532,0.000002794226,0.0005074257,0.00002049372,4.014427e-7,0.000008215821,0.00009398296,0.00001079345,0.00003585045,0.00008384126,0.9992307,0.00000316349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005187576,0.0008956966,0.0002082899,0.009570552,0.001820028,0.00009473189,0.006348594,0.001053612,0.9794897],"genre_scores_gemma":[0.0004751986,0.0002005503,0.00003938603,0.0005453362,0.00002683293,0.000008714708,0.0004223827,0.00007567749,0.998206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2975549,"threshold_uncertainty_score":0.4244258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414387878820364,"score_gpt":0.2537207628532366,"score_spread":0.2295768840650329,"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."}}