{"id":"W4236406040","doi":"10.3138/jmvfh-6.s3-0004","title":"Introduction","year":2020,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":["insufficient_payload"],"category_scores_codex":[0.001401644,0.0005185679,0.0002670135,0.000891596,0.001278501,0.002698784,0.001320009,0.001374488,0.4051277],"category_scores_gemma":[0.005235185,0.0001556145,0.0004389878,0.0006427933,0.0005933678,0.001308299,0.00195511,0.001355444,0.1893767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245426,"about_ca_system_score_gemma":0.003526949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003640036,"about_ca_topic_score_gemma":0.004745157,"domain_scores_codex":[0.9989177,0.0001849256,0.00004246739,0.0002215688,0.0004439947,0.0001892603],"domain_scores_gemma":[0.9977863,0.0002990327,0.000112127,0.0001835705,0.001032797,0.0005861586],"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":[0.000105113,0.0001369552,0.00333099,0.0003417485,0.000007510451,0.0004206056,0.0005376846,0.00008191192,0.0006102165,0.02722356,0.6518207,0.3153829],"study_design_scores_gemma":[0.000008895846,0.00003620563,0.001532513,0.0002589219,0.000003994154,0.0003818346,0.0003295694,0.00002889322,0.0001881774,0.002871594,0.9943527,0.000006762654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006772015,0.003661281,0.007634754,0.02689203,0.01190882,0.0004426301,0.004894479,0.00112328,0.9366707],"genre_scores_gemma":[0.03520656,0.003920153,0.005322461,0.02002797,0.002826102,0.000456995,0.004471943,0.0003988381,0.927369],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5948722,"threshold_uncertainty_score":0.8485131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013487235919989,"score_gpt":0.2903216922509022,"score_spread":0.2501868198917023,"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."}}