{"id":"W4386650786","doi":"10.12962/j24423998.v19i1.17571","title":"Pembuatan Model Prediksi Lahan Terbangun di Kabupaten Kulon Progo dengan Citra Satelit Penginderaan Jauh","year":2023,"lang":"id","type":"article","venue":"Geoid","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000925242,0.001120615,0.000890038,0.0009834545,0.0009448094,0.003755619,0.001275799,0.001387844,0.01289623],"category_scores_gemma":[0.002550807,0.0006010996,0.001480213,0.001294629,0.0007058167,0.002905344,0.001377215,0.001753891,0.003254427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398951,"about_ca_system_score_gemma":0.003227573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03639603,"about_ca_topic_score_gemma":0.042877,"domain_scores_codex":[0.9993161,0.000131948,0.00004242065,0.0002150111,0.0001990108,0.00009544964],"domain_scores_gemma":[0.9990917,0.0003372349,0.00008072254,0.0001138204,0.0003207969,0.00005577874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006375743,0.0003617529,0.0454204,0.001415801,0.0004283103,0.0008071779,0.001616654,0.6180093,0.02069011,0.05297641,0.01860193,0.2390346],"study_design_scores_gemma":[0.00005697728,0.0002845641,0.02057054,0.0003125802,0.0003222637,0.0003242443,0.00183412,0.841414,0.01090509,0.03782897,0.08596293,0.0001837526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3369986,0.00557235,0.4935158,0.005817763,0.001122653,0.0005197175,0.009447039,0.003847229,0.1431589],"genre_scores_gemma":[0.8727207,0.003484186,0.0550376,0.0003976525,0.0001153997,0.0003758243,0.004335229,0.0004028206,0.0631305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03639603,"threshold_uncertainty_score":0.07236838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766790719075403,"score_gpt":0.2334569472108564,"score_spread":0.2057890400201024,"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."}}