{"id":"W2626577868","doi":"","title":"Qualité de l'information géographique","year":2005,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Geography","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02193641,0.0006027629,0.0006805987,0.0005806245,0.001866383,0.0008724858,0.00184225,0.0008491722,0.0005265769],"category_scores_gemma":[0.002493441,0.000698094,0.0006081149,0.001637364,0.00168661,0.001485665,0.001060959,0.00102055,0.000832303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005640065,"about_ca_system_score_gemma":0.0007007447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02419379,"about_ca_topic_score_gemma":0.01842916,"domain_scores_codex":[0.9844953,0.01093189,0.001717866,0.0006045098,0.001228519,0.001021947],"domain_scores_gemma":[0.98861,0.002091119,0.001759978,0.00180785,0.005285486,0.0004455284],"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":[0.000006886367,0.0001934814,0.008959033,0.000211723,0.0001548232,8.813351e-7,0.1717026,0.0001321703,0.00002232191,0.7555463,0.002685268,0.06038455],"study_design_scores_gemma":[0.0008123832,6.768443e-7,0.03641768,0.002599563,0.000127431,0.00001867847,0.01279911,0.003809604,0.001030889,0.01786356,0.9233845,0.001135972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1512661,0.00247013,0.1298902,0.08396611,0.001272949,0.001661013,0.0001774282,0.0007007435,0.6285954],"genre_scores_gemma":[0.9192981,0.006161435,0.03595575,0.0009443777,0.0002005312,0.0003625298,0.0005305968,0.00005017188,0.0364965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9206992,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623039839302198,"score_gpt":0.2519470906151727,"score_spread":0.2357166922221507,"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."}}