{"id":"W7033166823","doi":"","title":"A place for everything and everything in its place..","year":2024,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amateur; Context (archaeology); Need to know; Quarter (Canadian coin); Wonder; Space (punctuation)","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":[0.0002772471,0.0002594609,0.0003259072,0.0001193133,0.00002079601,0.00006447656,0.0001172952,0.0003689715,0.01307048],"category_scores_gemma":[0.0001613578,0.0002720779,0.0000742929,0.00001137445,0.00003455145,6.044627e-7,0.00004151703,0.0002640444,0.001036646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008294273,"about_ca_system_score_gemma":0.00001528674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004671408,"about_ca_topic_score_gemma":0.001056462,"domain_scores_codex":[0.998942,0.00001962285,0.0004618251,0.0001734894,0.0001600328,0.0002430541],"domain_scores_gemma":[0.9995085,0.0001076485,0.0001161413,0.0001607913,0.00005150054,0.00005544092],"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":[0.00003163471,0.000006471084,3.377284e-7,0.003327605,0.00003017116,0.000004241434,0.0004375224,0.06472086,3.536799e-7,0.00003775285,0.9309416,0.0004614934],"study_design_scores_gemma":[0.0003976331,0.00003869257,8.370386e-7,0.0009742823,0.00002981613,0.00002492468,0.0001319243,0.01717275,0.000005518968,0.00002209307,0.9809313,0.0002702083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007364155,0.002019958,0.00001552335,0.00008774929,0.0004043193,0.0006525115,0.00009548523,0.0003037931,0.996347],"genre_scores_gemma":[0.0007669309,0.001056144,0.00277691,0.0000614684,0.00008315206,0.0000456901,0.00006327804,0.0001711272,0.9949753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04998976,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004425332446005851,"score_gpt":0.1742024215330773,"score_spread":0.1697770890870715,"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."}}