{"id":"W6983735278","doi":"","title":"Not pissing it all away this time","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Politics; Energy (signal processing); World class","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":[],"consensus_categories":[],"category_scores_codex":[0.0004784801,0.0004569665,0.0003960593,0.0005173099,0.009600598,0.007836398,0.0007845568,0.002961895,0.2214099],"category_scores_gemma":[0.00228941,0.0003180845,0.0002800275,0.0007558023,0.001590138,0.002304879,0.002030957,0.004475587,0.09276303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006314693,"about_ca_system_score_gemma":0.01535053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5267482,"about_ca_topic_score_gemma":0.8395481,"domain_scores_codex":[0.999157,0.00003904687,0.00001068299,0.00006884258,0.0004086226,0.0003157669],"domain_scores_gemma":[0.9981129,0.00004544985,0.00002482015,0.00007406458,0.0005657892,0.001176912],"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":[0.000009241113,0.000007878545,0.0003384449,0.000008564337,0.000001298645,0.0000321679,0.0001525874,0.00001056501,0.00006683428,0.00366969,0.9859211,0.009781711],"study_design_scores_gemma":[0.000001932321,0.000004606124,0.0009224551,0.00002336801,0.00000101745,0.00001784526,0.0007515538,0.000009244754,0.00002850416,0.0003581438,0.9978768,0.000004535807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003031956,0.002956634,0.00038718,0.1203661,0.01816368,0.00004162125,0.001122501,0.0006845088,0.8532459],"genre_scores_gemma":[0.003645819,0.0003133122,0.00009118625,0.009162682,0.0001741239,0.000005111143,0.0001958198,0.00007604386,0.9863359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5267482,"threshold_uncertainty_score":0.9520777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007755652163032489,"score_gpt":0.2008451997767685,"score_spread":0.193089547613736,"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."}}