{"id":"W4205180981","doi":"10.3138/jmvfh.2019-0057","title":"Preface","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":"Philosophy","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":[0.00175915,0.0008143069,0.0005377916,0.002914228,0.002814907,0.002620948,0.001090568,0.000917723,0.393189],"category_scores_gemma":[0.0145504,0.0002234498,0.0004514281,0.001552233,0.0004437877,0.001716169,0.001942731,0.002718908,0.2425064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737099,"about_ca_system_score_gemma":0.002905309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007613824,"about_ca_topic_score_gemma":0.008595008,"domain_scores_codex":[0.9992799,0.0001204767,0.00005294123,0.00009826761,0.0003728998,0.00007556609],"domain_scores_gemma":[0.9912053,0.001198808,0.0002560279,0.0005076966,0.005737203,0.001095002],"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":[0.00001714131,0.00001145197,0.00007550287,0.00005172713,8.107949e-7,0.00002925288,0.00003149277,0.00002342186,0.00004875989,0.001467149,0.9800887,0.01815465],"study_design_scores_gemma":[0.000003846311,0.0000106559,0.0003579334,0.0001072125,0.000001225866,0.00003383314,0.0000765311,0.00001605791,0.00005864302,0.001179583,0.998151,0.000003554381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001423039,0.008392724,0.003943428,0.0400978,0.4283712,0.0008703842,0.01357746,0.001163978,0.5021601],"genre_scores_gemma":[0.005380685,0.004440724,0.001757598,0.01060453,0.04378401,0.0005215332,0.008591101,0.0005945427,0.9243253],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.393189,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06034605824594584,"score_gpt":0.3072055134092621,"score_spread":0.2468594551633163,"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."}}