{"id":"W4299716523","doi":"","title":"Extraction et gestion de connaissances dans un contexte spatio-temporel : applications à la géomatique pour la gestion des territoires","year":2008,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001858735,0.001184726,0.001127371,0.003945501,0.001318462,0.007332872,0.00112214,0.00208477,0.01222256],"category_scores_gemma":[0.005149261,0.0007085503,0.001933668,0.004939386,0.001874181,0.004376503,0.003943959,0.001729708,0.005268021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180765,"about_ca_system_score_gemma":0.001941305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165745,"about_ca_topic_score_gemma":0.01601326,"domain_scores_codex":[0.9984152,0.0003434689,0.0001448256,0.0004409141,0.0005518177,0.0001037676],"domain_scores_gemma":[0.9975623,0.0010333,0.0002425851,0.0004851859,0.0005410088,0.0001356528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003635766,0.0001334312,0.01105768,0.002123571,0.0002566327,0.001346846,0.008680194,0.02552687,0.04709738,0.07781161,0.02426185,0.8013403],"study_design_scores_gemma":[0.00007372148,0.0002107985,0.03681705,0.001475292,0.0003523268,0.002899321,0.01230968,0.2258276,0.05866899,0.1268591,0.5340824,0.0004238474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02390326,0.004514616,0.9468377,0.002523919,0.0005020444,0.0002173103,0.001811623,0.005729572,0.01395995],"genre_scores_gemma":[0.1821179,0.007044975,0.7809469,0.0004720931,0.0002726313,0.0003082555,0.00327838,0.001717751,0.02384106],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01222256,"threshold_uncertainty_score":0.04088855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885394583863831,"score_gpt":0.2566578654040829,"score_spread":0.2278039195654446,"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."}}