{"id":"W2249678277","doi":"","title":"Du consensus differencie au WikiSIG : Vers une approche argumentee et collaborative de la production des donnees geographiques.","year":2011,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.1218939,0.002185286,0.002743106,0.0124107,0.006419383,0.01965836,0.01215755,0.0113729,0.01420298],"category_scores_gemma":[0.3715492,0.002020359,0.003195942,0.008565693,0.0126585,0.03795619,0.02438128,0.008690541,0.0044515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006968391,"about_ca_system_score_gemma":0.0136498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454281,"about_ca_topic_score_gemma":0.0139338,"domain_scores_codex":[0.8547647,0.09473933,0.007689995,0.01301264,0.02797947,0.0018138],"domain_scores_gemma":[0.5738428,0.3163264,0.009436206,0.05347708,0.04259521,0.004322238],"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":[0.0008256008,0.0002746612,0.004139132,0.003313397,0.0007561391,0.0007804567,0.02784244,0.01696545,0.002753886,0.6194274,0.02698924,0.2959321],"study_design_scores_gemma":[0.0003536764,0.0002696902,0.001772061,0.002964166,0.0004609934,0.0006006125,0.01158914,0.09156315,0.00676219,0.7263737,0.1570508,0.0002397146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01249627,0.002567435,0.9407209,0.02106934,0.001398964,0.0007582256,0.0006034388,0.002279166,0.01810621],"genre_scores_gemma":[0.2262971,0.001421882,0.7514077,0.002608779,0.0007161559,0.001279115,0.001601201,0.001251183,0.01341666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1218939,"threshold_uncertainty_score":0.644644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130647697819194,"score_gpt":0.2410926910858378,"score_spread":0.2197862141076458,"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."}}