{"id":"W1672459893","doi":"10.13039/501100003339","title":"Satellite images and teaching of Geography","year":2015,"lang":"en","type":"article","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"Geography and Education Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación; Faculty of Science, Silpakorn University; European Social Fund; Royal Society; Consejo Superior de Investigaciones Científicas; Office of Science; European Regional Development Fund; Universitat de Barcelona; Valio; Junta de Andalucía; Gobierno de Aragón; FP7 Food, Agriculture and Fisheries, Biotechnology; Ministerio de Economía y Competitividad; Natural Sciences and Engineering Research Council of Canada; Fundación Endesa; Generalitat de Catalunya; Universidade Federal de Santa Catarina; Universidade de Vigo; Universidad de Granada; Instituto de Salud Carlos III; Xunta de Galicia; Inner Mongolia University; Ministero dell’Istruzione, dell’Università e della Ricerca; Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Instituto de Física de Cantabria; University of Tabriz; Universidad Nacional de Colombia; CYTED Ciencia y Tecnología para el Desarrollo; Royal Society of Chemistry; Eusko Jaurlaritza; European Commission; Universitat Jaume I; Fundação de Amparo à Pesquisa do Estado de São Paulo; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria; U.S. Department of Energy; Partnership for Research and Innovation in the Mediterranean Area; Universidad Complutense de Madrid; Russian Foundation for Basic Research; Umeå Universitet; Ministerio de Ciencia e Innovación; Comunidad de Madrid; Centro para el Desarrollo Tecnológico Industrial; Great Lakes Bioenergy Research Center; European Association of National Metrology Institutes; Banco Santander; Regione Calabria; Arab Fund for Economic and Social Development; Silpakorn University; Canadian Institute of Steel Construction","keywords":"Thematic map; Satellite; Resource (disambiguation); Scale (ratio); The Internet; Geography; Satellite imagery; Remote sensing; Computer science; Data science; Order (exchange); Cartography; World Wide Web; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03334675,0.0001629334,0.0002342464,0.000448903,0.0007654599,0.0007511185,0.0004952587,0.0001379985,0.00007090607],"category_scores_gemma":[0.05219875,0.0001642337,0.0001267239,0.0008763478,0.001493213,0.001372296,0.0001465822,0.000502739,0.0000493782],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008787726,"about_ca_system_score_gemma":0.00793214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937228,"about_ca_topic_score_gemma":0.0002306263,"domain_scores_codex":[0.9872402,0.0007662892,0.0003787471,0.0004515908,0.01049773,0.0006654552],"domain_scores_gemma":[0.9814293,0.001999744,0.0001307036,0.0002304653,0.0155868,0.0006230378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001671361,0.0009504079,0.1224325,0.0001165516,0.0002386783,0.00001133926,0.03853139,0.00002709792,0.000228091,0.5004255,0.13466,0.2022113],"study_design_scores_gemma":[0.0003765876,0.0001066297,0.03039389,0.00004405131,0.000008261296,0.000002570337,0.01089281,0.00001380627,0.00005529861,0.1528185,0.8050681,0.0002194125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1060328,0.002418854,0.0002134835,0.003248427,0.000352508,0.0004362596,0.0001363005,0.00009121266,0.8870702],"genre_scores_gemma":[0.9930912,0.0004688097,0.002369956,0.0001552003,0.0004151505,0.00004227361,0.00002568901,0.0000193745,0.003412409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8870584,"threshold_uncertainty_score":0.997692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3441091081441069,"score_gpt":0.4602748276737368,"score_spread":0.1161657195296298,"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."}}