{"id":"W4388550974","doi":"10.18280/ijdne.180524","title":"Adaptive Capacity of Indonesian Peatland Communities Facing Resource Loss and Fires Threats: Studies on Purun (Eleocharis dulcis) Craftsmen","year":2023,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi; Universitas Sriwijaya; Direktorat Jenderal Pendidikan Tinggi; Università di Pisa","keywords":"Indonesian; Resource (disambiguation); Geography; Peat; Environmental science; 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":[0.0007926946,0.0001230886,0.0002191737,0.0001581936,0.0001254666,0.00003539343,0.0002109125,0.00009868334,0.00001450528],"category_scores_gemma":[0.0001587976,0.00009747531,0.00005078662,0.0001360541,0.0003368545,0.0002393865,0.0001395412,0.0004463314,0.000001535392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445316,"about_ca_system_score_gemma":0.0000154499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006511933,"about_ca_topic_score_gemma":0.0001415432,"domain_scores_codex":[0.9989046,0.0001394719,0.000317696,0.0001289156,0.0003865153,0.0001228406],"domain_scores_gemma":[0.9991387,0.0003188325,0.0002571115,0.000101013,0.0001288512,0.00005553814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003630188,0.0006014208,0.7711105,0.000209225,0.001882842,0.0004560591,0.08409079,0.06706065,0.002815656,0.00446156,0.00299174,0.06068933],"study_design_scores_gemma":[0.003428791,0.00227423,0.741922,0.000647646,0.0001883865,0.0009107293,0.1151644,0.03897163,0.002800214,0.09091894,0.001889214,0.0008837478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973264,0.0002749868,0.0002980919,0.001539025,0.0002111997,0.00008268599,0.00001758947,0.00001050697,0.0002395456],"genre_scores_gemma":[0.9982892,0.0009148404,0.0004856387,0.0001063024,0.00006113158,0.000001755949,0.000003837984,0.000007078351,0.0001302016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08645739,"threshold_uncertainty_score":0.3974928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958036411838486,"score_gpt":0.2807210800052273,"score_spread":0.2511407158868424,"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."}}