{"id":"W4389110941","doi":"10.35326/pkm.v6i2.1941","title":"EMANFAATAN SEJENGKAL TANAH MILIK WARGA UNTUK DIKOMERSILKAN MENJADI PEMENUHAN KEBUTUHAN HINGGA PROSPEK EKONOMI","year":2022,"lang":"id","type":"article","venue":"Jurnal Pengabdian Kepada Masyarakat MEMBANGUN NEGERI","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Forestry; Political science; Geography; 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002269604,0.001747238,0.0015178,0.0007544538,0.004079603,0.0008302072,0.003002428,0.0002764151,0.02431114],"category_scores_gemma":[0.0001079256,0.001987071,0.0008372556,0.002168947,0.0006931524,0.001399026,0.005861888,0.00235281,0.002713751],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004461605,"about_ca_system_score_gemma":0.0004727482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691679,"about_ca_topic_score_gemma":0.001907721,"domain_scores_codex":[0.9877467,0.0009054446,0.002000673,0.002744588,0.00345418,0.003148444],"domain_scores_gemma":[0.9951243,0.0002260052,0.001092352,0.001833399,0.00007095055,0.001653026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004312667,0.007418331,0.19023,0.001844922,0.003084342,0.01725913,0.04912344,0.007119217,0.06830435,0.002760462,0.5582692,0.09027388],"study_design_scores_gemma":[0.005035504,0.002059314,0.1334706,0.0002328091,0.0006435407,0.0004609304,0.01702485,0.002008341,0.004053971,0.0004437853,0.8299723,0.0045941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075051,0.001906353,0.0001158786,0.00616273,0.005923271,0.003703156,0.0006095635,0.0004187702,0.07365519],"genre_scores_gemma":[0.9447376,0.0004980013,0.0004408867,0.002572581,0.000751882,0.0004528582,0.0003705991,0.0002917533,0.0498839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271703,"threshold_uncertainty_score":0.9999488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008471183989598072,"score_gpt":0.1984136392939379,"score_spread":0.1899424553043398,"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."}}