{"id":"W3123649009","doi":"","title":"Warning Signs for Canadian Educators: The Bad News in Canada’s PISA Results","year":2014,"lang":"en","type":"article","venue":"e-briefs","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warning signs; Mathematics education; Reading (process); Psychology; Warning system; Political science; Law; Engineering","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":[0.01734744,0.0007365717,0.0007089779,0.003698285,0.01795687,0.008563661,0.003898309,0.008395525,0.01246021],"category_scores_gemma":[0.06457169,0.0007509413,0.0008822095,0.005600588,0.006224447,0.003694137,0.00342114,0.0140618,0.001947024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08017979,"about_ca_system_score_gemma":0.2307233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892647,"about_ca_topic_score_gemma":0.9934249,"domain_scores_codex":[0.9774132,0.002071977,0.001361548,0.0008254796,0.01391323,0.004414504],"domain_scores_gemma":[0.8897141,0.01452879,0.004337914,0.002218929,0.06938097,0.01981923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002361662,0.00001275927,0.004602199,0.00009192286,0.00001159806,0.00008348499,0.001027177,0.00004771816,0.00006932783,0.002296285,0.9757687,0.01596502],"study_design_scores_gemma":[0.00004796186,0.00003334028,0.03952057,0.0008925237,0.00004740313,0.0001185558,0.00977165,0.0002410606,0.0003891176,0.002023263,0.9467054,0.0002091353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003739494,0.003793329,0.0002511152,0.9652592,0.008045223,0.00003256042,0.001281383,0.0002245928,0.01737306],"genre_scores_gemma":[0.1539232,0.01157595,0.003231249,0.7709045,0.005393011,0.0001165887,0.002966803,0.0005867954,0.0513018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08017979,"threshold_uncertainty_score":0.5817478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627172217162621,"score_gpt":0.2916404333106901,"score_spread":0.2653687111390639,"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."}}