{"id":"W3152879286","doi":"10.5539/jel.v10n3p48","title":"Development of a Training Manual for Reducing Use of Pesticides by Para Rubber Farmers at Bueng Khan Province, Thailand","year":2021,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Pesticide Exposure and Toxicity","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Training manual; Pesticide; Training (meteorology); Medical education; Operations management; Toxicology; Psychology; Agricultural science; Business; Medicine; Engineering; Geography; Environmental science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003673479,0.00006332842,0.0001723393,0.00001824216,0.00014342,0.00002467554,0.00004177298,0.00003709866,0.00006311486],"category_scores_gemma":[0.0004634883,0.00003011259,0.00004841196,0.00008355051,0.00002715817,0.0001153766,0.00001610129,0.000111135,1.757397e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002072625,"about_ca_system_score_gemma":0.0001531877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000185582,"about_ca_topic_score_gemma":0.00005081559,"domain_scores_codex":[0.9992738,0.00006622815,0.0003500827,0.00008850358,0.0001189318,0.0001024339],"domain_scores_gemma":[0.9989665,0.0003589327,0.0004129332,0.0000147939,0.0001802911,0.00006652211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005958664,0.000147817,0.03893556,0.00004059865,0.00003810419,0.000001083137,0.004573959,0.00007971031,0.7090829,0.00002897437,0.0004682262,0.2465435],"study_design_scores_gemma":[0.0005641537,0.0007774045,0.6783851,0.0006923211,0.0001151007,0.0001909377,0.03672254,0.0001624013,0.1281532,0.00009190511,0.1538194,0.0003256054],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990132,0.0003653031,0.0001375465,0.0002504976,0.00008251009,0.00004849722,0.000002809171,0.000002387645,0.00009717388],"genre_scores_gemma":[0.9902285,0.00002750665,0.008905502,0.00004289551,0.00009360964,0.000001708161,0.00001455517,8.665027e-7,0.0006848677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6394495,"threshold_uncertainty_score":0.1227956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.052944522271259,"score_gpt":0.2849477840893869,"score_spread":0.2320032618181279,"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."}}