{"id":"W3214355545","doi":"10.32493/dedikasipkm.v3i1.14604","title":"Pemberdayaan Petani Dan Peternak Dengan Sistem Integrasi Untuk Meningkatkan Taraf Hidup Masyarakat Kampung Cimuncang Desa Karangnunggal Kabupaten Tasikmalaya","year":2021,"lang":"id","type":"article","venue":"DEDIKASI PKM","topic":"Livestock Farming and Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Mathematics; Agricultural science; Biology","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"],"consensus_categories":[],"category_scores_codex":[0.000846416,0.001081914,0.001118991,0.00009824964,0.001170652,0.0009607483,0.001323835,0.000476271,0.0007723289],"category_scores_gemma":[0.0002588764,0.0006093738,0.000790409,0.001134076,0.0003359829,0.0004790462,0.00101775,0.0009678168,0.0004968557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102853,"about_ca_system_score_gemma":0.0001488362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009417628,"about_ca_topic_score_gemma":0.003241142,"domain_scores_codex":[0.9933614,0.0007949255,0.001109947,0.001834862,0.001188168,0.001710771],"domain_scores_gemma":[0.9972507,0.0004267409,0.0005308499,0.0005939053,0.0004284916,0.0007692938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005760471,0.002964805,0.3520688,0.001204256,0.002528893,0.008277887,0.008418783,0.0001431289,0.2664497,0.01761485,0.01907219,0.3206806],"study_design_scores_gemma":[0.002382687,0.001884429,0.4135298,0.001328741,0.001356977,0.0007709577,0.02412723,0.0007763026,0.03580687,0.000568676,0.5138745,0.003592873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717097,0.002821271,0.0000438528,0.002723522,0.003008118,0.0007211498,0.00008099037,0.0003822117,0.0185092],"genre_scores_gemma":[0.9440777,0.000442522,0.0007146513,0.0007078199,0.001806625,0.00009428896,0.0005357144,0.00003146377,0.05158922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4948023,"threshold_uncertainty_score":0.9996358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947831511537138,"score_gpt":0.2208479467605803,"score_spread":0.2013696316452089,"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."}}