{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003369816,0.0004889565,0.0006943223,0.0008685965,0.002490968,0.004891912,0.001453269,0.002081101,0.1977343],"category_scores_gemma":[0.008818108,0.0003152493,0.0007149357,0.001191422,0.001087461,0.003199095,0.002586067,0.002729079,0.05495948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428998,"about_ca_system_score_gemma":0.002738717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433914,"about_ca_topic_score_gemma":0.003918362,"domain_scores_codex":[0.9979205,0.0003539036,0.0001049378,0.0003157454,0.0008893912,0.000415674],"domain_scores_gemma":[0.9947581,0.000708717,0.0002877077,0.0007825772,0.001221333,0.00224165],"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":[0.003720467,0.0005825495,0.00254273,0.0005066069,0.00008287674,0.0002537659,0.0002593019,0.0002252338,0.00298863,0.0313742,0.810201,0.1472627],"study_design_scores_gemma":[0.0005731604,0.0006486698,0.001747496,0.00009190264,0.00002046987,0.0001609127,0.000157269,0.000162423,0.0009196736,0.00296824,0.9925284,0.00002141426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06153863,0.01130333,0.006089874,0.04098122,0.03164189,0.001390561,0.01387954,0.004090568,0.8290843],"genre_scores_gemma":[0.2121921,0.006563712,0.008421092,0.01578388,0.008396409,0.001708326,0.02246051,0.002536379,0.7219375],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1977343,"threshold_uncertainty_score":0.661487,"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."}}