{"id":"W4387128979","doi":"10.1126/science.adh9028","title":"Ethically cleared to launch?","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Council of Canadian Academies; Université de Montréal; University of Alberta","funders":"","keywords":"Clearance; Spaceflight; Aeronautics; Human spaceflight; Business; Engineering; Medicine; Aerospace engineering; Spacecraft","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.09254145,0.0006459007,0.001399076,0.001001837,0.006673618,0.01570323,0.003288139,0.02673283,0.006656257],"category_scores_gemma":[0.2075136,0.0006680389,0.001240496,0.0008438323,0.0231607,0.01588444,0.005262128,0.03786202,0.004920138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002679437,"about_ca_system_score_gemma":0.02649828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003925558,"about_ca_topic_score_gemma":0.005055355,"domain_scores_codex":[0.9252099,0.03579037,0.007047027,0.0041639,0.02304995,0.00473889],"domain_scores_gemma":[0.8502108,0.07593551,0.01183923,0.01685022,0.03368236,0.01148179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000127023,0.0001815517,0.002151576,0.00021636,0.00005490819,0.000482571,0.004292722,0.0003189429,0.0009309325,0.7243577,0.2184395,0.04844618],"study_design_scores_gemma":[0.0001195163,0.0001119813,0.001755543,0.001632963,0.00005039994,0.0006999421,0.004420972,0.0005357477,0.000732958,0.455351,0.5344498,0.0001391497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006178935,0.005996325,0.01720988,0.8862612,0.01543623,0.0001370129,0.0001209413,0.0001464879,0.06851297],"genre_scores_gemma":[0.2012286,0.004555827,0.02766167,0.7241139,0.0109666,0.0007302997,0.0003127964,0.0003249384,0.03010527],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9732672,"threshold_uncertainty_score":0.4894118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754429879820344,"score_gpt":0.393856589395161,"score_spread":0.3663122905969576,"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."}}