{"id":"W24121443","doi":"10.3791/50609","title":"Canadian Education: Demographic Change and Future Challenges.","year":2001,"lang":"en","type":"article","venue":"Education Canada","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Baby boom; Bust; Baby boomers; Boom; Attendance; Generation x; Demographic change; Stock (firearms); Economic growth; Demographic economics; Business; Economics; Population; Geography; Engineering; Demography; Sociology","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":[0.001403577,0.0005329405,0.0005753812,0.002383304,0.007318811,0.002669468,0.001431701,0.002267227,0.06107052],"category_scores_gemma":[0.003744826,0.0002227132,0.0004898894,0.00603195,0.001389099,0.002093936,0.002372778,0.002889735,0.005733546],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04383038,"about_ca_system_score_gemma":0.1371683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9700753,"about_ca_topic_score_gemma":0.9849387,"domain_scores_codex":[0.9984927,0.000109439,0.00004870544,0.0001048777,0.0005462229,0.0006980437],"domain_scores_gemma":[0.9943185,0.0001634606,0.0001960673,0.00007170787,0.002044412,0.003205791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005181507,0.00006932618,0.02496166,0.0004234647,0.00002381838,0.000359174,0.001429189,0.0001398943,0.0001423434,0.02215444,0.7555879,0.194657],"study_design_scores_gemma":[0.00001972739,0.00003121298,0.0944681,0.0007469379,0.00002392986,0.0002925743,0.006418552,0.0002553707,0.00006543822,0.002989368,0.8946309,0.00005789516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02538141,0.05472632,0.0007247643,0.7559641,0.006608504,0.0001281145,0.03007237,0.0004392854,0.1259551],"genre_scores_gemma":[0.4046995,0.1700314,0.006134131,0.1112748,0.003618684,0.00048046,0.03228512,0.0002410251,0.271235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9561696,"threshold_uncertainty_score":0.3180131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196906220915436,"score_gpt":0.2309784688903481,"score_spread":0.2112878467988045,"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."}}