{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001221997,0.0001480188,0.0003464078,0.000200838,0.0001648025,0.000004457063,0.0002320623,0.001649923,0.002927088],"category_scores_gemma":[0.00002698963,0.000145142,0.0001559019,0.0001944416,0.0003397431,0.0001075621,0.0001431311,0.0008010351,0.001041952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003384153,"about_ca_system_score_gemma":0.00004510331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001032053,"about_ca_topic_score_gemma":0.00009468982,"domain_scores_codex":[0.9991404,0.00004337238,0.0001221705,0.0002858733,0.0001677931,0.000240358],"domain_scores_gemma":[0.9991214,0.00005179314,0.0001080156,0.0004686153,0.0001215834,0.0001285551],"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":[0.001625839,0.0005937025,0.007796551,0.0004620116,0.0008497353,0.0004513185,0.002295658,0.000009899598,0.01256481,0.03131135,0.9134969,0.0285422],"study_design_scores_gemma":[0.002973231,0.0006819025,0.01674648,0.00021133,0.0003198937,0.0001085128,0.0009076819,0.0003500584,0.002520079,0.0003031582,0.9746105,0.0002671485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6560858,0.0006012067,0.00487029,0.1026949,0.001537974,0.0004876651,0.0000242629,0.0005878025,0.2331101],"genre_scores_gemma":[0.9102146,0.0004270993,0.00186439,0.000648827,0.00008353726,1.800952e-7,0.00003758286,0.00001905202,0.08670472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2541288,"threshold_uncertainty_score":0.9997358,"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."}}