{"id":"W7070477026","doi":"","title":"@PumpUpThaVolume: Episode067 - Temporary Paradise","year":2013,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paradise; Sound (geography); Patron saint; Adventure","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":[0.0001809688,0.0004360698,0.0004086547,0.00007325462,0.00005822532,0.00005733081,0.0004922908,0.0007006849,0.2108528],"category_scores_gemma":[0.000159095,0.0004304432,0.0002056542,0.000007108961,0.0001735018,3.835506e-8,0.0002085437,0.0003059637,0.01501973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000181646,"about_ca_system_score_gemma":0.00004898375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003643,"about_ca_topic_score_gemma":0.0002761538,"domain_scores_codex":[0.998274,0.00008017183,0.0007170445,0.0002411126,0.0003428461,0.0003448233],"domain_scores_gemma":[0.9982159,0.00002458189,0.0007930293,0.0007015689,0.0001065977,0.0001583375],"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":[0.00003615192,0.00003565661,0.00005591793,0.0004971889,0.00009549421,0.000003967718,0.00002787592,0.0001472784,0.000003574632,0.00001840862,0.9978222,0.001256288],"study_design_scores_gemma":[0.0004431734,0.0002097563,0.00002260467,0.0001294421,0.00003853247,0.00006824262,0.00003432503,0.0001072353,0.00004036285,0.000003605444,0.9984415,0.0004611737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001632075,0.0006778056,0.00000460841,0.00009444188,0.0002768362,0.0005308959,0.0001504673,0.0001156816,0.9979861],"genre_scores_gemma":[0.0006054382,0.0004321492,0.00305863,0.000424071,0.0002697379,0.00003096395,0.00132226,0.0001957135,0.993661],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1958331,"threshold_uncertainty_score":0.9998147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004111113898900889,"score_gpt":0.1883900663295342,"score_spread":0.1842789524306333,"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."}}