{"id":"W2596724527","doi":"","title":"Lima Highlights: Wednesday, 10 December 2014","year":2014,"lang":"en","type":"article","venue":"UvA-DARE (University of Amsterdam)","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesamt für Umwelt; Bundesministerium für Umwelt, Naturschutz, Bau und Reaktorsicherheit; Ministry of Environment; New Zealand Foreign Affairs and Trade; European Commission; International Development Research Centre","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001333269,0.0006676841,0.0004695759,0.0006082591,0.002369566,0.003006805,0.001010528,0.00289762,0.3842954],"category_scores_gemma":[0.002179338,0.0002421779,0.0005544694,0.00041612,0.0004396855,0.0007916364,0.00225915,0.002464395,0.1316086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637602,"about_ca_system_score_gemma":0.002439024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005262235,"about_ca_topic_score_gemma":0.02192906,"domain_scores_codex":[0.9994867,0.00007254082,0.00002105646,0.00006776906,0.0001964051,0.0001555326],"domain_scores_gemma":[0.9989775,0.00007651467,0.00004875819,0.00003801049,0.0003750668,0.0004841856],"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":[0.0000839467,0.00002193657,0.0001327197,0.00008447457,0.000002847919,0.0001013884,0.00004128343,0.00001063191,0.0002196816,0.0004164903,0.9930632,0.005821382],"study_design_scores_gemma":[0.000008710482,0.00002295149,0.001598649,0.00006834052,0.000001486573,0.00002218586,0.0001349925,0.00001032493,0.00009421363,0.00009973345,0.9979341,0.000004238508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005239829,0.008280397,0.000557118,0.131587,0.1211398,0.0008164864,0.01120242,0.001071155,0.7201058],"genre_scores_gemma":[0.005098457,0.001187367,0.000138203,0.008049291,0.006669161,0.0001229549,0.001449241,0.0001268764,0.9771583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3842954,"threshold_uncertainty_score":0.8782278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006824422020323684,"score_gpt":0.1957551720527022,"score_spread":0.1889307500323785,"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."}}