{"id":"W6957999628","doi":"10.6068/dp14ba8eaf1f697","title":"Trend 1971 - 2011. Statistics Canada. CANSIM: Education, Training and Learning - Teachers and Educators | Country: Canada | Table: Number and median age of full-time teaching staff at Canadian universities, by highest earned degree, staff functions, rank, sex | Variable: Doctorate, Rank or level below assistant professor, Males, Without senior administrative duties, Number of full time teaching staff | Units: , 1971-2011. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-074.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics education; Census; Socioeconomic status; Economic statistics; Official statistics; Statistical analysis; Training (meteorology); Rank (graph theory)","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":[0.002707689,0.002640811,0.002956178,0.01043084,0.003401756,0.004883725,0.005417568,0.00166117,0.08566889],"category_scores_gemma":[0.02376575,0.001923943,0.002353355,0.04635963,0.0007374651,0.002589508,0.002410161,0.003509844,0.04778315],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06347094,"about_ca_system_score_gemma":0.1781847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954856,"about_ca_topic_score_gemma":0.9933445,"domain_scores_codex":[0.9943504,0.0003472225,0.0006334187,0.0006955643,0.002722857,0.001250534],"domain_scores_gemma":[0.9528314,0.001827805,0.001452644,0.001174672,0.04067277,0.002040636],"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":[0.00002304791,0.000006354188,0.001138431,0.0003078387,0.00002519566,0.000006390706,0.00002293022,0.0001214389,0.000009022109,0.0003199163,0.9963114,0.001708129],"study_design_scores_gemma":[0.000170094,0.00001435414,0.03043598,0.001082918,0.00009594166,0.00003094033,0.000515355,0.0004678622,0.0001672429,0.0006235483,0.9663018,0.00009396761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005694973,0.00006980369,0.00002616892,0.0001571128,0.00003503495,0.00001601132,0.9988168,0.00005740104,0.0007646688],"genre_scores_gemma":[0.001058946,0.0004303166,0.0004566418,0.0002310611,0.00002922277,0.0001495909,0.9928626,0.0001271313,0.004654478],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.936529,"threshold_uncertainty_score":0.460516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04063672443289815,"score_gpt":0.2804259430547899,"score_spread":0.2397892186218918,"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."}}