{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002037637,0.0003554258,0.000572086,0.0001241179,0.00008344384,0.00004018735,0.0002529892,0.0003710332,0.9488944],"category_scores_gemma":[0.0001249332,0.0003546385,0.0002462329,0.000008706015,0.000104929,1.669492e-7,0.0001307698,0.0004885041,0.03315054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100671,"about_ca_system_score_gemma":0.00007820852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723128,"about_ca_topic_score_gemma":0.0001235748,"domain_scores_codex":[0.9980765,0.0000676044,0.0006120512,0.00023522,0.0006468062,0.0003618208],"domain_scores_gemma":[0.9986283,0.0000786571,0.0005009741,0.0004891243,0.00008738451,0.0002156311],"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":[0.0001696878,0.00004151366,0.000003572489,0.0005537319,0.0001295974,0.00009874256,0.0001703235,0.000006515409,0.00000192915,0.000005285654,0.9962198,0.00259933],"study_design_scores_gemma":[0.0009501213,0.0002860851,0.000007285153,0.0003302309,0.0001636332,0.0003967603,0.00005485186,0.00002047728,0.00001571451,0.000001813235,0.9974329,0.0003400566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002571149,0.0003661105,9.210537e-8,0.001019978,0.0002832958,0.0005026334,0.0002722148,0.0002643586,0.9972656],"genre_scores_gemma":[0.000197489,0.0003788599,0.0006562161,0.003521965,0.0002978784,0.00002181378,0.0008790764,0.0001798608,0.9938669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9157439,"threshold_uncertainty_score":0.9998906,"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."}}