{"id":"W4229908505","doi":"10.4324/9781315676777-18","title":"Canada: The Intersection of International Achievement Testing and Educational Policy Development","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Mathematics education; Political science; Psychology; Geography; Cartography","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":[0.001856023,0.0007293261,0.0006242135,0.003881751,0.00897787,0.0122229,0.001936752,0.002763393,0.02113366],"category_scores_gemma":[0.003991467,0.0003499842,0.0004160754,0.01083524,0.007567849,0.004193268,0.003458804,0.003964279,0.002516374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1354076,"about_ca_system_score_gemma":0.266248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9750254,"about_ca_topic_score_gemma":0.9861656,"domain_scores_codex":[0.9970657,0.0003680054,0.00006685406,0.0001728409,0.001523722,0.0008028118],"domain_scores_gemma":[0.9971227,0.0004730813,0.0000672731,0.0001383855,0.00131053,0.00088803],"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":[0.000004792154,0.00001166548,0.0005099557,0.000139726,0.000005081226,0.0000865879,0.001153388,0.000252448,0.00002471344,0.2726406,0.6374688,0.08770227],"study_design_scores_gemma":[0.000001761338,0.000001828434,0.0008696299,0.0003429381,0.000003321029,0.00003201538,0.001017609,0.0001360143,0.00003864588,0.01969268,0.9778516,0.00001202651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001189984,0.05568844,0.001264424,0.09316288,0.002228609,0.00004548456,0.00110191,0.0001950128,0.8451232],"genre_scores_gemma":[0.1347967,0.1873108,0.01021652,0.02416519,0.001695861,0.0001735949,0.002304296,0.0004643713,0.6388729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8645924,"threshold_uncertainty_score":0.9824556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791001381406541,"score_gpt":0.3223458689582135,"score_spread":0.2744358551441481,"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."}}