{"id":"W1779274002","doi":"","title":"Atelier \"Systèmes d'Information et de Décision pour l'Environnement\" (SIDE 2008) : actes de l'atelier","year":2008,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.01306634,0.001662593,0.001056222,0.002702153,0.00379735,0.01403275,0.001996948,0.005542934,0.02458567],"category_scores_gemma":[0.01505072,0.00109955,0.001618955,0.002337562,0.004331397,0.01217402,0.009608775,0.006343585,0.01011007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006234159,"about_ca_system_score_gemma":0.01330521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01773077,"about_ca_topic_score_gemma":0.02082652,"domain_scores_codex":[0.9843981,0.00751829,0.000877134,0.001648186,0.004919364,0.0006388569],"domain_scores_gemma":[0.9873093,0.003991928,0.0008505891,0.00255034,0.004134616,0.001163311],"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":[0.0004171594,0.0002129424,0.002499462,0.002452574,0.0001389625,0.0007551739,0.01791453,0.004089959,0.01354701,0.4158675,0.1937901,0.3483146],"study_design_scores_gemma":[0.00004316535,0.0001024699,0.001281182,0.0005343839,0.00005313202,0.0003348179,0.001870119,0.004061249,0.004270107,0.02698805,0.9603651,0.00009612831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02799143,0.0151052,0.4622382,0.06953567,0.008062082,0.00160272,0.001959144,0.008035306,0.4054703],"genre_scores_gemma":[0.1539201,0.01200551,0.3847727,0.01438893,0.001935423,0.0010675,0.003713172,0.003316856,0.4248798],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02458567,"threshold_uncertainty_score":0.08224726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598086104186901,"score_gpt":0.2488649074222972,"score_spread":0.2328840463804281,"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."}}