{"id":"W2153089350","doi":"10.1007/s00421-012-2507-5","title":"Maximizing information from space data resources: a case for expanding integration across research disciplines","year":2012,"lang":"en","type":"review","venue":"European Journal of Applied Physiology","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Österreichische Forschungsförderungsgesellschaft; National Space Biomedical Research Institute; National Aeronautics and Space Administration","keywords":"Spaceflight; Adaptation (eye); Interdependence; Weightlessness; Space exploration; Space (punctuation); Systems engineering; Computer science; Risk analysis (engineering); Data science; Engineering; Neuroscience; Aerospace engineering; Psychology; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005425856,0.0004262569,0.001955278,0.0004757959,0.0002690438,0.00007795814,0.0008102369,0.0002517546,0.00002916337],"category_scores_gemma":[0.0006035641,0.0002768007,0.0003068023,0.0003569179,0.0002530543,0.0003449808,0.0007976776,0.001496725,0.0001396514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704697,"about_ca_system_score_gemma":0.0001567467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001103322,"about_ca_topic_score_gemma":0.00000476737,"domain_scores_codex":[0.996177,0.001102958,0.001403852,0.0003991351,0.0002798482,0.0006371702],"domain_scores_gemma":[0.9949079,0.001676426,0.001759104,0.001042218,0.0003690558,0.0002453634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001903139,0.00008216818,5.75146e-7,0.003394692,0.0004727963,0.0002450305,0.003469629,0.000001385549,0.001471977,0.0001103848,0.00235968,0.9864885],"study_design_scores_gemma":[0.00137834,0.0004830214,0.0000308469,0.004026494,0.0008193635,0.002262744,0.002122315,0.00003148837,0.00006015248,0.00008173533,0.9884496,0.0002539155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0107809,0.9787146,0.004478506,0.000189615,0.001195509,0.002379401,0.000597641,0.00005286355,0.001611006],"genre_scores_gemma":[0.01548582,0.9583257,0.01363995,0.0001263342,0.008369038,0.00005959957,0.003745903,0.0001967989,0.00005081532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9862346,"threshold_uncertainty_score":0.9999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2564492168569897,"score_gpt":0.4698879789585435,"score_spread":0.2134387621015538,"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."}}