{"id":"W4395956422","doi":"10.18280/ijsdp.190401","title":"Maps and SDG11: A Complex but Possible Relationship","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Politecnico di Torino","keywords":"Operability; Bridging (networking); Computer science; Sustainable development; Geographic information system; Sustainability; Context (archaeology); Process (computing); Geospatial analysis; Scale (ratio); Spatial analysis; Information system; Data science; Geography; Remote sensing; Cartography; Engineering; Software engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002852125,0.0005185496,0.0003522384,0.002995478,0.000809958,0.008247452,0.0009862253,0.0009381751,0.01413863],"category_scores_gemma":[0.011449,0.0003207365,0.0004399627,0.008065184,0.005173016,0.005760525,0.004056295,0.001329618,0.001269947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380548,"about_ca_system_score_gemma":0.002149824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229978,"about_ca_topic_score_gemma":0.0078769,"domain_scores_codex":[0.9969886,0.001452249,0.0001182455,0.0004328612,0.0007525158,0.0002554723],"domain_scores_gemma":[0.9899329,0.00536105,0.001466514,0.0007336304,0.002028843,0.0004771212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008481204,0.00008709731,0.1318,0.0007919247,0.0002193359,0.0007457355,0.00735537,0.004560968,0.0005520696,0.6832058,0.01374263,0.1568543],"study_design_scores_gemma":[0.00001711867,0.0001181442,0.2425535,0.001357131,0.0002073616,0.001297365,0.02352769,0.007950814,0.0009247359,0.4181661,0.3037266,0.0001535083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.314756,0.01174381,0.1448838,0.08381839,0.0008055242,0.0002439815,0.004623705,0.0009364047,0.4381885],"genre_scores_gemma":[0.9655525,0.003903994,0.02042245,0.0007861958,0.0002253888,0.00005972766,0.0007630554,0.0001337702,0.008152946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01413863,"threshold_uncertainty_score":0.04729843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275331153529527,"score_gpt":0.2560199815233308,"score_spread":0.2332666699880355,"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."}}