{"id":"W7035961827","doi":"","title":"ARCHIVEIT-2901-QUARTERLY-TROZBL-20120419010301-00009-crawling212.us.archive.org-6681.warc.gz","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Medical, Sociocultural, and Biopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Process (computing); Product (mathematics); Work (physics)","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":[0.000727052,0.0005886577,0.0008309685,0.0001078021,0.0005883331,0.0001107208,0.0007845234,0.0007050745,0.4718027],"category_scores_gemma":[0.0004136903,0.0004995906,0.0004244751,0.0000211542,0.001749542,0.000001102996,0.0001504688,0.0007017792,0.03802864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231585,"about_ca_system_score_gemma":0.0001028631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04067321,"about_ca_topic_score_gemma":0.01393384,"domain_scores_codex":[0.9957226,0.0004162895,0.0009459558,0.0003709001,0.001299877,0.001244401],"domain_scores_gemma":[0.9975597,0.0004392869,0.000688962,0.0004132253,0.0001930938,0.0007056987],"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":[0.00003836257,0.0001125986,0.00004714861,0.0003561361,0.0001466084,0.00001056031,0.005657099,7.960826e-7,5.691211e-7,0.0009516769,0.988157,0.004521424],"study_design_scores_gemma":[0.0004701641,0.0001620298,0.00009936342,0.0002773528,0.0001262714,0.00001102292,0.003102543,0.000002269302,0.000001704739,0.0001183178,0.9950291,0.000599893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001913309,0.0005754214,0.000001958141,0.0008144565,0.001056193,0.0007404488,0.0003365088,0.0003304798,0.9959532],"genre_scores_gemma":[0.003426606,0.002342557,0.000744853,0.0005710127,0.002281478,0.0000418937,0.0002737188,0.0001112369,0.9902067],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4337741,"threshold_uncertainty_score":0.9997455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009922297451509004,"score_gpt":0.2279502795117733,"score_spread":0.2180279820602643,"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."}}