{"id":"W4401128499","doi":"10.18280/ijsdp.190737","title":"Socio-Economic Carrying Capacity of the Poleang Watershed Area Indonesia","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Water Resources and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carrying capacity; Watershed; Water resource management; Environmental science; Business; Geography; Environmental planning; Ecology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005555356,0.00008838226,0.0001166534,0.00009018888,0.0001090844,0.0001016542,0.0002763764,0.00003713943,0.00009415475],"category_scores_gemma":[0.00002581252,0.00005802014,0.000061503,0.00006250073,0.00009737787,0.0002947936,0.0002186183,0.0001547882,0.00000208536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007127277,"about_ca_system_score_gemma":0.00008434086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622798,"about_ca_topic_score_gemma":0.000003217681,"domain_scores_codex":[0.9990848,0.00003118264,0.0003257253,0.0001082,0.0002759756,0.0001741664],"domain_scores_gemma":[0.9996831,0.0000492271,0.0001274839,0.00004952951,0.00004402065,0.00004660668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009046021,0.00002668779,0.9262545,0.0001113522,0.0002110382,0.0006850921,0.05849293,0.00778427,0.0005917645,0.00124899,0.001132541,0.003370449],"study_design_scores_gemma":[0.0008633828,0.00006683396,0.7754902,0.0004362406,0.0000524605,0.0004362258,0.1276632,0.002348013,0.009100588,0.009495812,0.07360397,0.0004430132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977643,0.0001215303,0.0003712959,0.0006365306,0.0002669017,0.00006706692,0.000001282262,0.000005793213,0.0007652675],"genre_scores_gemma":[0.9991885,0.000004109919,0.0002351474,0.00003800966,0.00006288171,0.000001489826,0.000001237002,0.000005916309,0.0004627078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1507642,"threshold_uncertainty_score":0.2365993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135437078738547,"score_gpt":0.2237383233579552,"score_spread":0.2101946154841005,"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."}}