{"id":"W6888975985","doi":"10.25318/3710011301-eng","title":"Age distribution of full-time educators (headcount) in public elementary and secondary schools by sex","year":2019,"lang":"en","type":"dataset","venue":"Statistics Canada Dissemination","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics education; Distribution (mathematics); General partnership; Table (database); Statistical analysis; International comparisons; Postsecondary education; Primary education","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":[0.0007445705,0.0007491347,0.001103222,0.00654044,0.001011674,0.001456124,0.002100236,0.0005527665,0.02100328],"category_scores_gemma":[0.00576047,0.000665376,0.0009720335,0.01753579,0.0004265375,0.0008818569,0.001003096,0.001210444,0.006346209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008960157,"about_ca_system_score_gemma":0.01802491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9329327,"about_ca_topic_score_gemma":0.9439849,"domain_scores_codex":[0.9984566,0.00007471135,0.0002013434,0.0002874147,0.000521393,0.0004584335],"domain_scores_gemma":[0.994848,0.0003975812,0.0005548101,0.0002276821,0.003417504,0.0005544108],"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":[0.0001063384,0.00002848674,0.05479471,0.0008647132,0.00008182323,0.00004691267,0.0002491438,0.0004728503,0.000101982,0.0009539025,0.9332174,0.009081645],"study_design_scores_gemma":[0.0002070969,0.00002705755,0.6626961,0.0008132013,0.00009235401,0.0001711178,0.001293381,0.0007006133,0.0003712297,0.000411021,0.3331492,0.00006756582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003947288,0.0002619399,0.00007174135,0.0001237739,0.00003630976,0.00003356887,0.9935806,0.00008975574,0.001854942],"genre_scores_gemma":[0.02681773,0.001200758,0.0003502725,0.0001610045,0.00003279967,0.0002177201,0.9661034,0.00007361363,0.00504269],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06706733,"threshold_uncertainty_score":0.1349245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005604942535194187,"score_gpt":0.2551517780500623,"score_spread":0.2495468355148681,"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."}}