{"id":"W7125770878","doi":"10.70933/2773-9465.1329","title":"เรยนบรรณาธการธรรมศาสตรเวชสาร","year":2007,"lang":"en","type":"article","venue":"Asian Medical Journal and Alternative Medicine","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009723158,0.0001411345,0.0002200575,0.0001708866,0.00009535655,0.000007105304,0.0002003523,0.0001156518,0.0006889786],"category_scores_gemma":[0.0002189326,0.00009277547,0.00002778248,0.0001294065,0.0004639637,0.00009528465,0.00002221401,0.0008318875,0.00001245401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002162438,"about_ca_system_score_gemma":0.00001497234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007813867,"about_ca_topic_score_gemma":0.00002259918,"domain_scores_codex":[0.9988242,0.00002092329,0.000324459,0.0001070605,0.0004293419,0.0002940438],"domain_scores_gemma":[0.9993244,0.0001063332,0.00003071,0.00007760149,0.00003868923,0.0004222543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004739304,0.00003322661,0.002684836,0.00006953903,0.0002202131,0.003895552,0.002132392,0.000009365755,0.0009568432,0.0617247,0.007769046,0.9204569],"study_design_scores_gemma":[0.01042489,0.002727065,0.09972344,0.003515416,0.0001827412,0.02529936,0.02402997,0.008641279,0.002979698,0.7130877,0.1078186,0.001569866],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3843163,0.01603829,0.119991,0.01710944,0.002854714,0.0001359011,0.000002532442,0.0004031224,0.4591488],"genre_scores_gemma":[0.9948978,0.003044182,0.000289609,0.0004400185,0.00118001,9.043604e-7,0.00000140032,0.00001159221,0.0001345277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.918887,"threshold_uncertainty_score":0.7543833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00959428043140005,"score_gpt":0.259118656520093,"score_spread":0.2495243760886929,"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."}}