{"id":"W2266828363","doi":"","title":"Lima Highlights: Monday, 1 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":false,"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":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001071825,0.0001331091,0.0003176134,0.0001867328,0.0001523172,0.000003881587,0.0002076478,0.001511847,0.001099821],"category_scores_gemma":[0.00002070822,0.0001308498,0.0001422733,0.0001766136,0.0003009294,0.0001001909,0.0001299595,0.0008364538,0.0005210845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003046099,"about_ca_system_score_gemma":0.00003735751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001181809,"about_ca_topic_score_gemma":0.00005754522,"domain_scores_codex":[0.9992148,0.00003767524,0.0001113264,0.0002604487,0.0001554599,0.000220256],"domain_scores_gemma":[0.9992134,0.00004466006,0.00009709253,0.0004293967,0.00009893959,0.0001165105],"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":[0.002595143,0.001415663,0.02465905,0.0008942678,0.001814683,0.0009455406,0.008510834,0.00003057156,0.03587699,0.06975915,0.7533683,0.1001298],"study_design_scores_gemma":[0.003439992,0.0007542559,0.03137057,0.0002460994,0.0003732749,0.0001304285,0.001145511,0.0005453959,0.004460414,0.0004795983,0.9567432,0.0003113118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8267187,0.0004462005,0.007144528,0.07186696,0.0004981324,0.0003088063,0.00001614507,0.0003699375,0.09263054],"genre_scores_gemma":[0.9834739,0.0004425048,0.002417095,0.0005623694,0.00005237115,1.230727e-7,0.00002288483,0.00001351487,0.01301524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2033748,"threshold_uncertainty_score":0.9998133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005837316701099156,"score_gpt":0.18915149978653,"score_spread":0.1833141830854308,"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."}}