{"id":"W2040619791","doi":"10.7202/044081ar","title":"Les villes comme agents : simulation des futurs possibles du système urbain européen","year":2010,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005148383,0.0003847131,0.0005901834,0.0004796665,0.0007962374,0.001724719,0.0007411279,0.001466922,0.005834656],"category_scores_gemma":[0.001686839,0.0003990484,0.0007629967,0.0007988293,0.0009523237,0.001355777,0.001005954,0.0006842682,0.0003275452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371226,"about_ca_system_score_gemma":0.0009738012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06594342,"about_ca_topic_score_gemma":0.03708306,"domain_scores_codex":[0.9997982,0.00009406791,0.00001013286,0.00003907052,0.00002363842,0.00003486153],"domain_scores_gemma":[0.9994746,0.0003389463,0.00004541157,0.00003414693,0.0000558107,0.00005123183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004916012,0.00001812523,0.002514862,0.00001756987,0.00001807145,0.00008002933,0.0001800007,0.9850577,0.0003351099,0.009747314,0.0001494713,0.00183261],"study_design_scores_gemma":[0.00002444804,0.00002854305,0.0007543827,0.00001023971,0.00001224484,0.00001844416,0.000142312,0.9936855,0.0002495567,0.003374704,0.001689161,0.00001040658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8728241,0.0005063129,0.1003601,0.0006363075,0.00005204424,0.000070043,0.0005603288,0.0002423912,0.02474836],"genre_scores_gemma":[0.9795952,0.0003059039,0.01325022,0.00003130576,0.000007134747,0.00007052758,0.0001659863,0.0000339566,0.006539693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06594342,"threshold_uncertainty_score":0.1311192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06031225651434664,"score_gpt":0.325650782269044,"score_spread":0.2653385257546974,"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."}}