{"id":"W4244490142","doi":"10.3138/jmvfh-6.s2-0005","title":"Snapshots","year":2020,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007514263,0.0007343689,0.0004333121,0.004343681,0.001443964,0.003510647,0.001096759,0.0007401321,0.5756813],"category_scores_gemma":[0.007114245,0.000347317,0.0004988969,0.004508611,0.0003096224,0.00238724,0.002067429,0.001114205,0.3197191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008644204,"about_ca_system_score_gemma":0.00194369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260597,"about_ca_topic_score_gemma":0.01616217,"domain_scores_codex":[0.9991778,0.0001134432,0.00005587895,0.0001331545,0.0004062709,0.0001134303],"domain_scores_gemma":[0.9973464,0.0004506086,0.0001096976,0.0005072667,0.001193289,0.0003925876],"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":[0.000115357,0.00001796128,0.0005539833,0.0001286949,0.000004808993,0.00005142891,0.0001111655,0.0001074249,0.0001505471,0.004205513,0.9381086,0.05644448],"study_design_scores_gemma":[0.00001016331,0.000004623836,0.0006150967,0.0000574516,0.000003696956,0.00004854312,0.0001017124,0.00004895913,0.0001359727,0.001392059,0.9975737,0.000008157031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002768315,0.0007998355,0.004144436,0.002343187,0.002262917,0.0002420035,0.2014157,0.01137126,0.7746524],"genre_scores_gemma":[0.01953365,0.001900434,0.01246022,0.001655312,0.000731257,0.0004403293,0.2683311,0.007166278,0.6877814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4243187,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06347981500749873,"score_gpt":0.3088450529107126,"score_spread":0.2453652379032139,"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."}}