{"id":"W4416904639","doi":"10.24198/kumawula.v8i3.60031","title":"EDUKASI HUKUM DALAM PENGELOLAAN IRIGASI PADA DAERAH DENGAN ALIH FUNGSI LAHAN PERTANIAN TINGGI","year":2025,"lang":"","type":"article","venue":"Kumawula Jurnal Pengabdian Kepada Masyarakat","topic":"Aviation History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Irrigation; Agriculture; Irrigation management; Water conservation; Agricultural land; Agricultural productivity; Government (linguistics); Service (business)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003361143,0.0006325042,0.0004229832,0.000585981,0.00211927,0.002493463,0.0004622265,0.0005715409,0.03613519],"category_scores_gemma":[0.0003907912,0.0003048719,0.0003177998,0.0006210252,0.0005892689,0.00149371,0.001279064,0.001321181,0.00771293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007591152,"about_ca_system_score_gemma":0.001444703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828742,"about_ca_topic_score_gemma":0.006257457,"domain_scores_codex":[0.9998061,0.00002763277,0.00001552136,0.00005125571,0.00005672175,0.00004277167],"domain_scores_gemma":[0.999799,0.00003980871,0.0000220944,0.00001917837,0.00006540178,0.00005459502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006847857,0.0008505374,0.01902701,0.001876546,0.00007329843,0.003949193,0.01224159,0.001099808,0.02932104,0.02921293,0.0525597,0.8491035],"study_design_scores_gemma":[0.00003353178,0.0002605365,0.02543336,0.0002892009,0.00005624864,0.002265931,0.006019396,0.0009178645,0.008298088,0.002706931,0.9536589,0.00005989538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3002998,0.01916145,0.01082134,0.008128342,0.002888699,0.0003409364,0.001063372,0.001274383,0.6560217],"genre_scores_gemma":[0.5802856,0.01255182,0.01670301,0.001050703,0.0003784929,0.0001816569,0.0007131595,0.0003570526,0.3877785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03613519,"threshold_uncertainty_score":0.1208843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169591312728102,"score_gpt":0.2448431987566702,"score_spread":0.22788406748386,"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."}}