{"id":"W4409982637","doi":"10.3138/jmvfh.11.2.preface","title":"Preface","year":2025,"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":[0.001754453,0.0008141727,0.0005414736,0.002923868,0.002805963,0.002590493,0.001086661,0.0009071909,0.3916246],"category_scores_gemma":[0.01467712,0.0002226563,0.0004532594,0.001547214,0.0004395845,0.001705943,0.001945301,0.002723208,0.2402041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737626,"about_ca_system_score_gemma":0.002882841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007594357,"about_ca_topic_score_gemma":0.008540837,"domain_scores_codex":[0.9992782,0.0001216814,0.00005347077,0.0000988735,0.0003722163,0.00007547559],"domain_scores_gemma":[0.991061,0.001224802,0.0002608111,0.0005137944,0.005844124,0.001095433],"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":[0.00001706666,0.00001139557,0.00007653082,0.0000520729,8.152298e-7,0.00002926487,0.00003153604,0.00002354079,0.00004816764,0.001426081,0.9801577,0.0181259],"study_design_scores_gemma":[0.000003942448,0.0000108368,0.000369041,0.0001102661,0.000001254132,0.00003480388,0.00007844132,0.00001642439,0.00006019854,0.001190236,0.9981208,0.000003627176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001452552,0.008543742,0.004114619,0.04082596,0.4330646,0.0008996642,0.01419413,0.001203667,0.495701],"genre_scores_gemma":[0.005625038,0.004579572,0.001847243,0.01091764,0.04532785,0.0005561782,0.009027858,0.0006108542,0.9215079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3916246,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630953554711441,"score_gpt":0.3240535634267615,"score_spread":0.2977440278796471,"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."}}