{"id":"W4400466670","doi":"10.35329/jurnal.v4i2.5105","title":"OBSERVASI PEDULI LINGKUNGAN DAN SUMBER DAYA LAHAN MELALUI PENDEKATAN EKOLOGI FAKTORAL DI DISTRIK HUBIKIAK KABUPATEN JAYAWIJAYA","year":2024,"lang":"id","type":"article","venue":"SIPISSANGNGI Jurnal Pengabdian Kepada Masyarakat","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001345958,0.001852809,0.001437484,0.0001938128,0.001829471,0.002733861,0.002335464,0.0008954604,0.001992385],"category_scores_gemma":[0.0001787614,0.0009290961,0.001264171,0.002176695,0.0005343666,0.001706754,0.00133303,0.002178995,0.00212126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006945356,"about_ca_system_score_gemma":0.0002172632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208897,"about_ca_topic_score_gemma":0.003459866,"domain_scores_codex":[0.9905092,0.0007492818,0.001728859,0.002530468,0.0018,0.002682209],"domain_scores_gemma":[0.9966283,0.0005863836,0.0005056847,0.0005543594,0.0003240269,0.001401246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009073116,0.002270446,0.3056349,0.002443682,0.003775253,0.009838657,0.005602344,0.00009486952,0.09652375,0.01939081,0.3730215,0.1804965],"study_design_scores_gemma":[0.0007324407,0.0009856521,0.5497966,0.0009968122,0.0006837034,0.0002161267,0.005378735,0.0003114796,0.002515289,0.0003855075,0.4351781,0.002819578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487896,0.01200375,0.00001974952,0.01355529,0.007228487,0.001751477,0.0005346823,0.0009946061,0.01512235],"genre_scores_gemma":[0.9440647,0.002441891,0.000115776,0.0004725283,0.004029751,0.0001048721,0.002040338,0.00005105867,0.04667909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2441617,"threshold_uncertainty_score":0.99947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285110670910268,"score_gpt":0.2366284667105567,"score_spread":0.2081173996195299,"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."}}