{"id":"W2057149043","doi":"10.3390/fi6040640","title":"Towards a Conceptual Framework for WikiGIS","year":2014,"lang":"en","type":"article","venue":"Future Internet","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université Laval; Centre de Géomatique du Québec","funders":"","keywords":"Computer science; Interface (matter); Traceability; Process (computing); Unified Modeling Language; User interface; Human–computer interaction; Software engineering; Data science","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":[0.01983043,0.001601021,0.001067907,0.007561967,0.004950083,0.01960155,0.005486779,0.005680475,0.00488268],"category_scores_gemma":[0.01320937,0.001499248,0.002323847,0.005675632,0.01904557,0.02658278,0.01164385,0.008218259,0.002252425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006304786,"about_ca_system_score_gemma":0.009579764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006206466,"about_ca_topic_score_gemma":0.004350758,"domain_scores_codex":[0.9889659,0.006706953,0.00104359,0.001303284,0.001299121,0.0006810977],"domain_scores_gemma":[0.9895321,0.00514153,0.0008851436,0.001065424,0.001843894,0.001531949],"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":[0.000006024459,0.00001069993,0.0001170452,0.00009609847,0.00000534229,0.00009654223,0.003897028,0.0005937353,0.0001241114,0.9895108,0.00131449,0.00422796],"study_design_scores_gemma":[0.00003050923,0.00002917974,0.0001639092,0.000428023,0.0000242253,0.0004597777,0.005513601,0.009112972,0.0005204414,0.6734587,0.3102062,0.00005264078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004699361,0.001452257,0.9549341,0.008632318,0.0006608265,0.0002907068,0.0002560532,0.001421105,0.0276534],"genre_scores_gemma":[0.1188521,0.002164867,0.8638166,0.001207164,0.0003427111,0.001222513,0.000855357,0.0006860111,0.01085275],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01983043,"threshold_uncertainty_score":0.1048746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133832396945795,"score_gpt":0.3071735835189087,"score_spread":0.2858352595494508,"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."}}