{"id":"W4415938841","doi":"10.29244/jli.v17i2.61739","title":"Kajian Literatur tentang Model Mitigasi Bencana Lanskap Pesisir di Kota Banda Aceh","year":2025,"lang":"","type":"article","venue":"Jurnal Lanskap Indonesia","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Zoning; Vulnerability (computing); Human settlement; Livelihood; Emergency management; Hazard; Disaster mitigation; Spatial planning; Geographic information system","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":[0.0004333961,0.0008046578,0.0006265189,0.0005265205,0.0009196724,0.002769368,0.0009288162,0.0008182022,0.02407446],"category_scores_gemma":[0.001020802,0.0002972409,0.0007371331,0.0004019981,0.0005484413,0.001680731,0.001451738,0.00103631,0.001702833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267285,"about_ca_system_score_gemma":0.002395257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508534,"about_ca_topic_score_gemma":0.01384116,"domain_scores_codex":[0.9998079,0.00006276789,0.00001101848,0.00004323756,0.00003613402,0.0000390952],"domain_scores_gemma":[0.9996797,0.0001607158,0.00002536235,0.00001806737,0.000089759,0.00002638162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003781013,0.0003819553,0.006861299,0.0009622834,0.0001385798,0.001233141,0.001281096,0.6461511,0.003300051,0.2377314,0.01411669,0.08746432],"study_design_scores_gemma":[0.00004328129,0.0001545069,0.001688204,0.0002469658,0.0001148102,0.000210643,0.001290242,0.9119873,0.001219925,0.04735305,0.0356483,0.00004271333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2629743,0.007078208,0.2722316,0.005652511,0.001072525,0.0004684207,0.002329586,0.001249764,0.4469431],"genre_scores_gemma":[0.9067668,0.002838352,0.03200167,0.0002331455,0.0000685155,0.0003807958,0.0007968433,0.0001406776,0.05677316],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02407446,"threshold_uncertainty_score":0.08053708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006811222970481887,"score_gpt":0.2232614316138645,"score_spread":0.2164502086433826,"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."}}