{"id":"W2126301279","doi":"10.7202/1011538ar","title":"Microsimulation en démographie","year":2011,"lang":"fr","type":"article","venue":"Cahiers québécois de démographie","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique; Statistics Canada","funders":"","keywords":"Microsimulation; Geography; Engineering; Transport engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002415163,0.002322213,0.002016792,0.002482781,0.002001455,0.003610026,0.00196881,0.002511418,0.01246861],"category_scores_gemma":[0.008656109,0.001282376,0.00232747,0.003069645,0.002606895,0.001909251,0.001294673,0.004738186,0.002096946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01077709,"about_ca_system_score_gemma":0.004697046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5329845,"about_ca_topic_score_gemma":0.3524257,"domain_scores_codex":[0.9983399,0.0009592281,0.00004277261,0.0002153814,0.0003500379,0.00009271179],"domain_scores_gemma":[0.9957314,0.003124104,0.0001680124,0.0003094474,0.0004912541,0.0001758141],"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":[0.00007272784,0.00008765602,0.001087164,0.0002027854,0.0001291799,0.0002493385,0.0004777208,0.5610061,0.00100818,0.3964731,0.00516532,0.03404064],"study_design_scores_gemma":[0.0001177703,0.00002761133,0.001753908,0.00009918039,0.0000320562,0.00007021282,0.0001930292,0.9046339,0.0005947311,0.06331229,0.02910923,0.00005601742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04353817,0.002290741,0.9246905,0.003219185,0.0006692132,0.0002032908,0.00203898,0.001302468,0.02204754],"genre_scores_gemma":[0.5855724,0.007551065,0.3112752,0.00106275,0.001532446,0.0027953,0.003327123,0.001209692,0.08567411],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5329845,"threshold_uncertainty_score":0.9395317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06898534656918358,"score_gpt":0.3131359984372464,"score_spread":0.2441506518680628,"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."}}