{"id":"W2106440511","doi":"10.7202/007968ar","title":"Analyse multicritère et SIG pour faciliter la concertation en aménagement du territoire : vers une amélioration du processus décisionnel?","year":2004,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002377954,0.0005022599,0.0005767389,0.0008490391,0.00169151,0.0003774586,0.0004842187,0.0005549171,0.0000576479],"category_scores_gemma":[0.001137012,0.000508135,0.0004651265,0.002802074,0.004963077,0.001432635,0.00006067497,0.0005815999,0.0001728266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293202,"about_ca_system_score_gemma":0.001089524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1676423,"about_ca_topic_score_gemma":0.2732776,"domain_scores_codex":[0.9959142,0.0009334143,0.0009885764,0.0005498843,0.0008932017,0.0007207557],"domain_scores_gemma":[0.9972139,0.0007457339,0.0005631673,0.0003492499,0.0008159245,0.0003120172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001332888,0.0004572124,0.03126817,0.001664819,0.0009424799,0.0001270654,0.8344243,0.006512805,0.0001102302,0.1031944,0.005086637,0.01607857],"study_design_scores_gemma":[0.005661462,0.0004051976,0.04304229,0.001700209,0.001111172,0.00005586164,0.6174266,0.0009105503,0.00007317448,0.007704312,0.3203153,0.001593874],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000369,0.002734139,0.008576944,0.07187894,0.001529822,0.001698654,0.00007044545,0.0003126738,0.01316144],"genre_scores_gemma":[0.9922146,0.001226278,0.000850764,0.001457672,0.0003887751,0.0002540003,0.00006540761,0.00003426008,0.003508298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3152287,"threshold_uncertainty_score":0.999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00839220823047162,"score_gpt":0.2468930022724395,"score_spread":0.2385007940419678,"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."}}