{"id":"W7008015286","doi":"","title":"ARCHIVEIT-279-WEEKLY-AENAYG-20110809135443-00000-crawling209.us.archive.org-6683.warc.gz","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Work (physics); Identification (biology); Product (mathematics)","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":[0.0003719918,0.0006702121,0.0006452483,0.0001677167,0.0001791915,0.00006981817,0.001015629,0.0004151914,0.7733005],"category_scores_gemma":[0.00006597666,0.0006249424,0.0003399847,0.00002219475,0.0005366471,0.000001001847,0.0007220152,0.0005604639,0.1165002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000838642,"about_ca_system_score_gemma":0.00001681131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024848,"about_ca_topic_score_gemma":0.002507679,"domain_scores_codex":[0.9968647,0.0001327771,0.0009522229,0.0005289818,0.0007925179,0.0007287448],"domain_scores_gemma":[0.9979424,0.0001064449,0.000906363,0.0007479714,0.00002340242,0.0002733805],"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":[0.00008227272,0.0001067258,0.0001586825,0.0003255963,0.0001017903,0.00003281655,0.0003407446,0.0002862721,0.000004649305,0.00002477869,0.9953076,0.003228043],"study_design_scores_gemma":[0.0006128444,0.0001713577,0.000254476,0.000311813,0.0001100601,0.00003067789,0.0001231101,0.00004947975,0.00002811435,0.00007354809,0.9975256,0.0007089586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003015377,0.0001147302,0.000007422641,0.000100904,0.0006044857,0.0008238819,0.0001137242,0.0003054769,0.9976279],"genre_scores_gemma":[0.001069958,0.0004887366,0.003017688,0.0003888873,0.0003053862,0.00002929033,0.0002468864,0.0002310206,0.9942222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6568003,"threshold_uncertainty_score":0.9996202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006666149130692276,"score_gpt":0.171067085933222,"score_spread":0.1644009368025298,"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."}}