{"id":"W4251496490","doi":"10.1126/science.356.6344.1227","title":"Trial balloons","year":2017,"lang":"en","type":"article","venue":"Science","topic":"Aerospace Engineering and Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002017169,0.00004835373,0.00005318435,0.00002764511,0.0002934425,0.0001609851,0.0004556699,0.0000180471,0.000007797418],"category_scores_gemma":[0.00007416026,0.00004365123,0.0000161643,0.00005480588,0.0001416053,0.000230568,0.00003261421,0.00004588089,0.00007057266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002431243,"about_ca_system_score_gemma":0.00001689292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001261415,"about_ca_topic_score_gemma":0.000006701105,"domain_scores_codex":[0.9995372,0.000001176708,0.00004997745,0.00008968558,0.0001396575,0.0001823518],"domain_scores_gemma":[0.999509,0.000004622204,0.00001046488,0.0003964331,0.00001143608,0.00006805549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002355828,0.00005430557,0.002922256,0.00009817408,0.00004421006,0.00004138309,0.001453085,0.6784863,0.239998,0.02963018,0.01088484,0.03615168],"study_design_scores_gemma":[0.02195785,0.0002303826,0.06107384,0.0001521718,0.00001722741,0.00003008971,0.000194488,0.5850075,0.0507988,0.0004896103,0.2785988,0.0014492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077824,0.00008974782,0.004831909,0.00007832338,0.005888192,0.0000694,0.000001078916,0.0004272819,0.08083165],"genre_scores_gemma":[0.9984677,0.000005288859,0.0003129784,0.00000281249,0.0001775031,0.00000588591,8.253876e-8,0.000006279098,0.001021399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.267714,"threshold_uncertainty_score":0.2256952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256050976580724,"score_gpt":0.23304606061037,"score_spread":0.2204855508445628,"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."}}