{"id":"W7010142304","doi":"","title":"Gormley - Belton Johnson - Friday, February 17th, 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":"Selection (genetic algorithm); Range (aeronautics); Work (physics); Field (mathematics); Variety (cybernetics)","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":[0.0003607768,0.0009108867,0.0005580893,0.00085356,0.00436669,0.003619927,0.0008832012,0.001974127,0.8821495],"category_scores_gemma":[0.001131954,0.0007634535,0.0004949023,0.0006933358,0.0003758419,0.001614178,0.002106272,0.002191097,0.7882931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660787,"about_ca_system_score_gemma":0.003171882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07013852,"about_ca_topic_score_gemma":0.3262953,"domain_scores_codex":[0.9997128,0.00001389343,0.000006427157,0.00004089612,0.0001254849,0.0001004702],"domain_scores_gemma":[0.9992361,0.00003703508,0.00001925287,0.00004610619,0.0002837467,0.0003776821],"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":[0.0000188224,0.00002878334,0.00009059686,0.00001511308,7.033459e-7,0.00002046916,0.00001462894,0.00001161849,0.00008394764,0.000227233,0.9896452,0.00984288],"study_design_scores_gemma":[0.000008789983,0.00001324297,0.0006696167,0.00002189922,0.000001176689,0.00001270455,0.00008141909,0.00002513297,0.00006320627,0.0000794035,0.9990187,0.000004670752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000728583,0.0002171386,0.0001918612,0.001095662,0.0008610277,0.0001252255,0.003037199,0.001539262,0.992204],"genre_scores_gemma":[0.0002855282,0.00003772976,0.00003876026,0.0001564661,0.00001492283,0.000009308264,0.0002981354,0.000112183,0.999047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1178505,"threshold_uncertainty_score":0.1680994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0081116046029702,"score_gpt":0.2000588707931308,"score_spread":0.1919472661901606,"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."}}