{"id":"W2071183987","doi":"10.5539/mas.v5n6p98","title":"Design of Institution for Participatory Lake Singkarak Management","year":2011,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Citizen journalism; Stakeholder; Participatory management; Environmental resource management; Environmental planning; Research Object; Business; Process (computing); Political science; Environmental science; Management; Computer science; Public relations","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008571057,0.0004544833,0.0003637782,0.001273421,0.003744273,0.004133807,0.001946355,0.001276781,0.01139774],"category_scores_gemma":[0.006726499,0.0004400134,0.0004629673,0.000954815,0.002271669,0.003412561,0.005142467,0.001121188,0.00203612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004814423,"about_ca_system_score_gemma":0.01320683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103933,"about_ca_topic_score_gemma":0.004379095,"domain_scores_codex":[0.9905157,0.005639276,0.0006055644,0.001219541,0.0009759038,0.001044097],"domain_scores_gemma":[0.9944015,0.001413801,0.0008677836,0.0009032553,0.001257581,0.001156104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001056355,0.003030031,0.03468095,0.002758633,0.0001275033,0.001896065,0.03817323,0.04461735,0.04495701,0.279966,0.01259994,0.5361369],"study_design_scores_gemma":[0.0005604079,0.002990246,0.03042159,0.001381642,0.0003500684,0.001179764,0.0605049,0.09649923,0.05666548,0.09434164,0.6547327,0.0003724246],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1739683,0.0003944499,0.7087135,0.002936085,0.0002469935,0.01147418,0.0003656826,0.001929897,0.09997097],"genre_scores_gemma":[0.5644645,0.0002347726,0.4146169,0.0001949077,0.00002614941,0.004394574,0.0002431859,0.0001189536,0.01570599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01139774,"threshold_uncertainty_score":0.04532862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09116085964255771,"score_gpt":0.2290639689877617,"score_spread":0.137903109345204,"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."}}