{"id":"W4413997015","doi":"10.56743/josse.v2i2.649","title":"Pengabdian Masyarakat: Peningkatan Kapasitas Pemandu Wisata melalui Pelatihan di Agro Eduwisata Organik Desa Mulyaharja","year":2025,"lang":"en","type":"article","venue":"Journal of Social Service and Empowerment.","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Business; Agricultural science; Environmental science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00263989,0.0002565904,0.0004965639,0.0002580436,0.002335672,0.0003292495,0.0007658196,0.0002383088,0.0006152337],"category_scores_gemma":[0.0003034587,0.0002523643,0.0001721403,0.0008678714,0.0002664438,0.00075137,0.0003236059,0.0007220425,0.00001196006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473398,"about_ca_system_score_gemma":0.001166052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387893,"about_ca_topic_score_gemma":0.005221393,"domain_scores_codex":[0.9972438,0.0006207594,0.0006737327,0.0002523447,0.0006613711,0.0005479984],"domain_scores_gemma":[0.998127,0.0003144217,0.0004007749,0.0002510042,0.0006282898,0.0002785433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009479718,0.001261067,0.2648216,0.0007540032,0.0009746024,0.0002919271,0.6051873,0.0000047164,0.001224349,0.02040192,0.0874693,0.01666119],"study_design_scores_gemma":[0.003060115,0.0002101703,0.3261435,0.0002609585,0.0004106883,0.00001304007,0.3490804,0.00001583195,0.0002556631,0.01773969,0.302032,0.0007779122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452822,0.0004684564,0.00004581225,0.02978245,0.0006139389,0.0003104754,0.00001138985,0.00003841795,0.02344681],"genre_scores_gemma":[0.996042,0.0001908175,0.0001945829,0.001146808,0.0004873921,0.000004253168,0.00001581468,0.00001761517,0.001900773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2561069,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182913343133772,"score_gpt":0.3064296241897116,"score_spread":0.2946004907583739,"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."}}