{"id":"W7071596846","doi":"","title":"Summary of the Doha Climate Change Conference: 26 November-8 December 2012","year":2012,"lang":"en","type":"report","venue":"UvA-DARE (University of Amsterdam)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Umwelt, Naturschutz, nukleare Sicherheit und Verbraucherschutz; Udenrigsministeriet; New Zealand Foreign Affairs and Trade; Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung; Ministry of Environment; Fox Chase Cancer Center; U.S. Department of State; Ministry of Economy, Trade and Industry; European Commission; Australian Government; Bundesamt für Umwelt; Government of Canada","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Durvalumab","routes":{"ca_aff":false,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0004819166,0.0003516545,0.0005507734,0.0001106883,0.0001602875,0.00001322587,0.0008905584,0.00071048,0.0005955854],"category_scores_gemma":[0.00006790909,0.0003289705,0.0004156989,0.0001443898,0.0003648155,0.00002901264,0.001366929,0.0004392159,0.00003888507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006134724,"about_ca_system_score_gemma":0.0003916014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004981524,"about_ca_topic_score_gemma":0.0009839353,"domain_scores_codex":[0.9981812,0.0001151619,0.0003481382,0.0003122677,0.0006125914,0.0004306198],"domain_scores_gemma":[0.9971585,0.00002494763,0.001082603,0.001019744,0.0005926981,0.0001215459],"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":[0.0009724602,0.001016936,0.2081616,0.01334196,0.002605192,0.00004302079,0.008043241,0.00006221454,0.01859058,0.0008350656,0.6538722,0.09245551],"study_design_scores_gemma":[0.0008095594,0.0002245594,0.04628355,0.0007493641,0.0004274539,0.00006909562,0.0008576281,0.00008285442,0.001051418,0.00001292388,0.9487826,0.000648953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2797887,0.00629109,0.0009896585,0.001033169,0.00420315,0.002094895,0.002856251,0.0001157435,0.7026274],"genre_scores_gemma":[0.9265924,0.009162651,0.003083559,0.0003238904,0.001166224,0.000004035037,0.001952739,0.0001794031,0.05753514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6468037,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506088713513812,"score_gpt":0.2549098514482098,"score_spread":0.2198489643130717,"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."}}