{"id":"W7127970948","doi":"10.23960/jsp.vol7.no03.2025.178","title":"Peranan Penyuluh Pertanian Lapangan (PPL) dalam Program Sekolah Lapang Penerapan Inovasi Teknologi Pertanian (SL-PITP) di Kabupaten Pringsewu","year":2025,"lang":"","type":"article","venue":"Suluh Pembangunan Journal of Extension and Development","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Périmètre de physique théorique","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001571355,0.00115691,0.001504079,0.0003792917,0.001813979,0.0008356725,0.001118613,0.0005229262,0.0005127452],"category_scores_gemma":[0.0002300338,0.000543077,0.0004612195,0.001354606,0.0003787992,0.000683462,0.0009402444,0.0009902507,0.0000497314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897202,"about_ca_system_score_gemma":0.000473002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001354452,"about_ca_topic_score_gemma":0.0008983941,"domain_scores_codex":[0.9933075,0.0003488617,0.002387082,0.001287204,0.001198055,0.001471335],"domain_scores_gemma":[0.996327,0.0001716815,0.001147331,0.0002799274,0.001295311,0.0007787406],"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":[0.0005624702,0.001723294,0.08180753,0.0003680563,0.0009457237,0.0006716237,0.006766485,0.000012541,0.03586641,0.001556735,0.007946311,0.8617728],"study_design_scores_gemma":[0.001529541,0.0008910617,0.7644447,0.00112985,0.0001940438,0.0002385577,0.009679269,0.00006636982,0.001922175,0.0001321939,0.2187252,0.001047087],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789913,0.005970178,0.00002699594,0.008966076,0.001846238,0.001463218,0.000008687536,0.0001435608,0.002583765],"genre_scores_gemma":[0.9767309,0.004463615,0.004016797,0.001119433,0.0004245016,0.00005109336,0.00009001038,0.00001744917,0.01308614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8607258,"threshold_uncertainty_score":0.9997021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773490667190671,"score_gpt":0.244778348076325,"score_spread":0.2270434414044182,"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."}}