{"id":"W4409958411","doi":"10.62754/joe.v3i8.6740","title":"The Impact of Training and Health Education on Improving Health Security","year":2024,"lang":"en","type":"article","venue":"Journal of Ecohumanism","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada); Innovation Cluster (Canada)","funders":"","keywords":"Training (meteorology); Health education; Business; Medicine; Nursing; Public health; Geography","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":[0.002363714,0.0000955177,0.0002803829,0.0001285168,0.0003041957,0.00004474594,0.00008893452,0.00003650865,0.00003332878],"category_scores_gemma":[0.00004592935,0.00005829084,0.0001099955,0.00006722703,0.00004796232,0.00006545419,0.00001308754,0.0003970436,0.000006275133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149813,"about_ca_system_score_gemma":0.001340725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000902298,"about_ca_topic_score_gemma":0.00008955003,"domain_scores_codex":[0.99872,0.0001631226,0.0005901785,0.0001109103,0.0001264424,0.000289289],"domain_scores_gemma":[0.9989842,0.000240724,0.0004688652,0.0001125302,0.00005363968,0.0001400693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005787684,0.0001825198,0.0009945028,0.0003101717,0.0002160362,0.000007932024,0.08061326,0.000006453812,0.00001488233,0.03482959,0.0714891,0.8112777],"study_design_scores_gemma":[0.002783549,0.02927056,0.7200402,0.003300395,0.00008933107,0.001411973,0.04485132,0.0005309185,0.00003033273,0.100195,0.09686331,0.0006331131],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996126,0.05993174,0.0001234701,0.02688615,0.004259582,0.0003393908,0.0000119945,0.00002643891,0.00880864],"genre_scores_gemma":[0.9972981,0.001010363,0.00004860046,0.0008782719,0.0005899479,0.000002488798,5.894229e-7,0.00001260265,0.0001590926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8106446,"threshold_uncertainty_score":0.2378388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06249663225098444,"score_gpt":0.4499269988606489,"score_spread":0.3874303666096644,"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."}}