{"id":"W4415189654","doi":"10.51878/cendekia.v5i4.7155","title":"KAJIAN PEMANFAATAN RUANG PADA KAWASAN LINDUNG DI KOTA MANADO (STUDI KASUS: KECAMATAN MAPANGET)","year":2025,"lang":"en","type":"article","venue":"CENDEKIA Jurnal Ilmu Pengetahuan","topic":"Economic Growth and Fiscal Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Population; Hectare; Land use; Spatial planning; Spatial analysis; Government (linguistics); Spatial distribution; Plan (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008020059,0.0006248691,0.001180207,0.0008439306,0.0006091068,0.0004057802,0.001133748,0.0003611903,0.0005220181],"category_scores_gemma":[0.0001793787,0.000720261,0.000483923,0.0006353371,0.0002556382,0.0006304547,0.0004127991,0.0008453035,0.001317304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004749378,"about_ca_system_score_gemma":0.0001104514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007709585,"about_ca_topic_score_gemma":0.001041836,"domain_scores_codex":[0.9958121,0.00005766831,0.001655715,0.001072293,0.0001076176,0.001294564],"domain_scores_gemma":[0.9975587,0.000146991,0.0006519915,0.001089887,0.00007343519,0.0004790241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009089757,0.0002512993,0.3297444,0.0003281864,0.0006420444,0.00008354449,0.001188523,0.00004375798,0.0001007245,0.6266239,0.03522933,0.005673396],"study_design_scores_gemma":[0.002052847,0.0001186387,0.4811121,0.0001670739,0.00008582845,0.00003426985,0.001202658,0.001206657,0.0002704674,0.0414343,0.4710515,0.001263686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5029207,0.0109658,0.0006324959,0.008857914,0.003015166,0.0007108758,0.0005314762,0.0002300468,0.4721355],"genre_scores_gemma":[0.9851264,0.0007182223,0.0002413551,0.001622968,0.0008608107,0.00006086539,0.00009162261,0.0000880435,0.01118974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5851896,"threshold_uncertainty_score":0.9995248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467121269703057,"score_gpt":0.227201549847485,"score_spread":0.2025303371504544,"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."}}