{"id":"W2590630242","doi":"10.25336/p6p59b","title":"Population Change in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Population; Geography; Demographic economics; Demography; Socioeconomics; Economics; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004987115,0.0002438121,0.0002863199,0.002824957,0.005056921,0.002588795,0.0007578871,0.0006478562,0.01695743],"category_scores_gemma":[0.001814842,0.0001769306,0.0004990089,0.005763068,0.0008210071,0.0006500302,0.0009963096,0.001115165,0.0009576109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09344034,"about_ca_system_score_gemma":0.1247704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980205,"about_ca_topic_score_gemma":0.9990728,"domain_scores_codex":[0.99924,0.00004353482,0.000021883,0.00008388027,0.0003623177,0.00024826],"domain_scores_gemma":[0.9991612,0.00004832345,0.00003377645,0.0000185654,0.0006015704,0.0001364142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006489355,0.00004314226,0.0334315,0.0007253981,0.00007338803,0.0002920559,0.007227427,0.002755983,0.0006190931,0.09545875,0.4788896,0.3804188],"study_design_scores_gemma":[0.00001509946,0.00001562802,0.1198239,0.0002383679,0.00003323452,0.00008795161,0.002472741,0.001574907,0.0001750408,0.002457396,0.8730698,0.00003590459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1195057,0.06670139,0.004293613,0.0987789,0.005640925,0.0003716,0.04048822,0.0009032795,0.6633164],"genre_scores_gemma":[0.7091267,0.03775449,0.005800536,0.006698769,0.0005277247,0.0001656297,0.01029991,0.0002513983,0.2293749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09344034,"threshold_uncertainty_score":0.6779603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4280009991414502,"score_gpt":0.4612786900685084,"score_spread":0.03327769092705818,"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."}}