{"id":"W7028808271","doi":"","title":"Gormley w/ Guest Host Brent Loucks - Belton Johnson - Friday, September 2, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Work (physics); Host (biology); George (robot); 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":[],"category_scores_codex":[0.0003447262,0.000605237,0.0003190001,0.000541592,0.001662096,0.002113372,0.000419782,0.001219199,0.7815989],"category_scores_gemma":[0.00132061,0.0003332425,0.000245589,0.0004531151,0.0002805585,0.001000828,0.001438066,0.001725312,0.642328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006841925,"about_ca_system_score_gemma":0.001133431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127731,"about_ca_topic_score_gemma":0.05265857,"domain_scores_codex":[0.9998165,0.00001980952,0.000005574033,0.000031076,0.00006962537,0.0000574672],"domain_scores_gemma":[0.9991245,0.00006510348,0.00002568233,0.00003809459,0.0002404696,0.0005062014],"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":[0.00001276019,0.00000969249,0.00006467792,0.00001098041,2.674133e-7,0.00003017611,0.000007612702,0.000005878972,0.00004797744,0.0001214542,0.9915821,0.008106559],"study_design_scores_gemma":[0.000004362868,0.000007477393,0.0005112335,0.00002668913,5.757116e-7,0.00002905711,0.00006221954,0.0000158952,0.00004985211,0.00005863174,0.9992315,0.000002570479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006016013,0.0007275478,0.0002273643,0.005139789,0.004707961,0.00007496679,0.001760215,0.0009081486,0.9858525],"genre_scores_gemma":[0.0004369375,0.0001729525,0.0000449397,0.0005335704,0.0001359253,0.000008721178,0.0001983326,0.0001112328,0.9983575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7815989,"threshold_uncertainty_score":0.3115226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006275332564999356,"score_gpt":0.2015484198743013,"score_spread":0.195273087309302,"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."}}