{"id":"W2415363387","doi":"","title":"Potential of VGI as a Resource for SDIS in The North/South Context","year":2019,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volunteered geographic information; Pace; Geography; The Internet; Context (archaeology); Resource (disambiguation); World Wide Web; Computer science; Line (geometry); Cartography","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":[0.003453294,0.000417986,0.0003426613,0.001654668,0.002139109,0.007629863,0.002261116,0.001609995,0.03317641],"category_scores_gemma":[0.005920392,0.000219916,0.0002852994,0.003171095,0.002242224,0.008743318,0.009277225,0.001424738,0.0062467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002284059,"about_ca_system_score_gemma":0.006375932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03384057,"about_ca_topic_score_gemma":0.03936871,"domain_scores_codex":[0.9990558,0.000420503,0.00002711428,0.0001207461,0.00017865,0.0001970929],"domain_scores_gemma":[0.9952844,0.00112192,0.000188195,0.001050394,0.000807146,0.001548008],"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":[0.0004364641,0.0002353949,0.03323281,0.0008181951,0.00007260744,0.001593438,0.01724884,0.002105322,0.003235016,0.3720172,0.2479156,0.321089],"study_design_scores_gemma":[0.00004033283,0.00008247664,0.007490155,0.0006643184,0.00003481015,0.0005727498,0.01521621,0.003130962,0.001120645,0.05115295,0.9204324,0.00006200682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09028987,0.003975881,0.01971531,0.0912903,0.001080134,0.0003065254,0.00493824,0.002716687,0.7856871],"genre_scores_gemma":[0.7868325,0.005870018,0.05842943,0.0059786,0.0004709132,0.0003581316,0.006344126,0.001542848,0.1341734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03384057,"threshold_uncertainty_score":0.1109861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207230616471227,"score_gpt":0.2570078620977201,"score_spread":0.2449355559330079,"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."}}