{"id":"W3024523573","doi":"10.3138/jmvfh-6.1-0001","title":"From research to impact","year":2020,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1232413,0.001752726,0.00297392,0.009287733,0.007231302,0.03360517,0.004850256,0.0143096,0.06337894],"category_scores_gemma":[0.2584229,0.001230454,0.001345871,0.006461946,0.02622662,0.03420485,0.02612449,0.02151096,0.01891898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01379607,"about_ca_system_score_gemma":0.061256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0054318,"about_ca_topic_score_gemma":0.006342764,"domain_scores_codex":[0.8969904,0.05316731,0.007125173,0.005314874,0.02983636,0.007566025],"domain_scores_gemma":[0.7317405,0.1096762,0.009259863,0.02633034,0.06658311,0.05641006],"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":[0.000119243,0.0001390116,0.001367538,0.002181118,0.0001084562,0.0001330552,0.00149856,0.0001148102,0.000236291,0.1314059,0.6689992,0.1936968],"study_design_scores_gemma":[0.00007035494,0.0001183802,0.001071847,0.008736388,0.00006863014,0.0001446409,0.004074164,0.00008976462,0.0002252185,0.1292039,0.8561466,0.0000501282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004059759,0.07853112,0.001116654,0.8526226,0.02904896,0.00006711599,0.0002006836,0.0001153753,0.03789163],"genre_scores_gemma":[0.0876729,0.2472511,0.007916753,0.5258363,0.07798743,0.0006092624,0.0009818317,0.0005005045,0.051244],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1232413,"threshold_uncertainty_score":0.6517702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223356667017107,"score_gpt":0.4948853010227294,"score_spread":0.2715286340056224,"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."}}