{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005740796,0.0000885873,0.0001513388,0.00005199496,0.0001954519,0.00007516857,0.0002501586,0.0001485994,0.0001793093],"category_scores_gemma":[0.00044244,0.00007554931,0.00009918454,0.0001358496,0.0002400686,0.0001335404,0.0000365115,0.0001041859,0.0001254277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003175536,"about_ca_system_score_gemma":0.00003047437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006760389,"about_ca_topic_score_gemma":0.001051675,"domain_scores_codex":[0.9991198,0.00006024165,0.0001990728,0.0001192761,0.0002510864,0.000250542],"domain_scores_gemma":[0.9993566,0.0001644618,0.0001059858,0.0001226984,0.0001851142,0.00006514584],"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":[0.000007188752,0.000004427487,0.001070086,0.000007742106,0.00002246926,8.286227e-8,0.06531512,2.95027e-7,3.453374e-7,0.8857022,0.04391161,0.003958464],"study_design_scores_gemma":[0.0001424601,0.0000484347,0.001015942,0.00002679077,0.000006140268,3.756691e-7,0.03208502,0.00001739763,0.0000122707,0.01862883,0.94792,0.00009637843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05613798,0.0005544891,0.2860735,0.02661464,0.01776069,0.001616172,0.00005867346,0.0006662631,0.6105176],"genre_scores_gemma":[0.9854163,0.00001378973,0.006308939,0.001439313,0.004026284,0.0000897055,0.00000662351,0.000007532466,0.002691542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9292783,"threshold_uncertainty_score":0.3080812,"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."}}