{"id":"W2626568499","doi":"","title":"CANADA: A Decade in the Life","year":2017,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00009307358,0.00007128925,0.00009692962,0.00004889171,0.001956781,0.0001530321,0.0008978432,0.00005311688,0.0002476186],"category_scores_gemma":[0.00009939688,0.00005228005,0.00004059924,0.0001665435,0.0002685615,0.0009319106,0.0001835153,0.0001342227,0.00002220744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093901,"about_ca_system_score_gemma":0.001858403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775885,"about_ca_topic_score_gemma":0.7792364,"domain_scores_codex":[0.9991975,0.0000930912,0.00005005834,0.0001428861,0.0002647642,0.0002516288],"domain_scores_gemma":[0.9994214,0.00006697573,0.00008631398,0.0002767527,0.0000211553,0.0001274686],"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":[0.000008964446,0.00002419659,0.06443837,0.000002761828,0.00001501984,0.00004471829,0.007461975,0.000001799642,2.065195e-8,0.04609195,0.8816648,0.0002454964],"study_design_scores_gemma":[0.0001108807,0.000004544998,0.1602601,0.000006020523,0.000005964299,1.385967e-8,0.0658232,1.443748e-7,0.00000174681,0.00009295426,0.7736269,0.00006746359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07336012,0.000009976584,0.000001952789,0.6372308,0.0003705654,0.0001322071,0.00001060712,0.00002603557,0.2888577],"genre_scores_gemma":[0.8337139,0.0003515614,0.0000533159,0.001404842,0.0001547317,4.052002e-7,0.000001989002,0.000004053646,0.1643151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7603539,"threshold_uncertainty_score":0.9993426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584265896967059,"score_gpt":0.2309433084530866,"score_spread":0.215100649483416,"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."}}