{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001873411,0.0001748607,0.00009894512,0.0009199752,0.0009006904,0.001479973,0.0006087657,0.0003316104,0.003252221],"category_scores_gemma":[0.001990521,0.0001356506,0.0001163517,0.001365005,0.0007338686,0.001023764,0.001416838,0.0003233132,0.0006095759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002846038,"about_ca_system_score_gemma":0.005786114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02971116,"about_ca_topic_score_gemma":0.06782344,"domain_scores_codex":[0.9988399,0.0005740971,0.00004045098,0.00008818143,0.0002097032,0.0002477056],"domain_scores_gemma":[0.9992033,0.000135777,0.0001552655,0.00006588733,0.0002305322,0.0002094391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003949391,0.0005617204,0.540071,0.0008107977,0.00007131342,0.003530857,0.0174428,0.01290786,0.007596866,0.0329375,0.01835094,0.3653234],"study_design_scores_gemma":[0.00003133843,0.0003999513,0.7794824,0.0003920917,0.00005025948,0.00104253,0.0434739,0.00575557,0.003565308,0.002742976,0.1630064,0.00005738269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.9553645,0.001105812,0.002398067,0.001887541,0.00004522921,0.0001499022,0.000369227,0.0001146227,0.03856509],"genre_scores_gemma":[0.9913149,0.0003902574,0.002916036,0.00006357314,0.000007579916,0.00003979683,0.0002033154,0.000009388116,0.005055093],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02971116,"threshold_uncertainty_score":0.05907643,"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."}}