{"id":"W4319311136","doi":"10.33830/reksabumi.v2i1.4751.2023","title":"GEOSPATIAL INFORMATION NETWORK GEOPORTAL DEVELOPMENT IN SUPPORTING DATA AVAILABILITY AND IMPROVING HUMAN RESOURCE PERFORMANCE IN GRESIK REGENCY","year":2023,"lang":"en","type":"article","venue":"REKSABUMI","topic":"Edcuational Technology Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Geospatial analysis; Geoportal; Spatial database; Computer science; Geographic information system; Transport engineering; Spatial analysis; Geography; Engineering; Cartography; Remote sensing; GIS and public health","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":[],"consensus_categories":[],"category_scores_codex":[0.003013429,0.0001201619,0.0001663604,0.0002606539,0.0001532525,0.00007089657,0.0008749209,0.0001131332,0.000003630484],"category_scores_gemma":[0.0003053591,0.0001277478,0.000009621691,0.0008762635,0.00004508684,0.001485972,0.001169563,0.0002388519,0.00006539238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043793,"about_ca_system_score_gemma":0.0001484445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001355031,"about_ca_topic_score_gemma":0.0008051545,"domain_scores_codex":[0.9980731,0.00006188176,0.0007632001,0.0003941295,0.000299589,0.0004080732],"domain_scores_gemma":[0.9988126,0.00007392211,0.0002570201,0.0007657063,0.00004945846,0.00004127677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004717841,0.00001743445,0.922228,0.0001400291,0.000004664073,0.00001429611,0.001914255,0.000658898,0.00005890171,0.002432647,0.000810357,0.07171583],"study_design_scores_gemma":[0.000287066,0.00002529736,0.8257119,0.0001016698,0.000001001458,0.000009051704,0.0001245214,0.1692364,0.0001481669,0.0003076845,0.003861846,0.0001854104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965304,0.00004301922,0.002218941,0.0001709863,0.0001441986,0.000313627,0.000002201351,0.0001986336,0.0003780095],"genre_scores_gemma":[0.9946856,0.00000668648,0.005010672,0.00003278494,0.00005453373,0.00002527372,0.0001162866,0.000005692989,0.00006240044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1685775,"threshold_uncertainty_score":0.5209404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932538622181832,"score_gpt":0.2679290251095464,"score_spread":0.238603638887728,"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."}}