{"id":"W3037160534","doi":"10.1111/bjop.12464","title":"Schooling across the globe: What we have learned from 60 years of mathematics and science international assessments By William H.Schmidt, Richard T.Houang, Leland S.Cogan &amp; Michelle L.Solorio. Cambridge, UK: Cambridge University Press, 2019. US$120.00. ISBN 9781107170902","year":2020,"lang":"en","type":"article","venue":"British Journal of Psychology","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Globe; Citation; Library science; Psychology; Media studies; Sociology; Medicine; Ophthalmology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007180296,0.0001882592,0.0004336971,0.00006634834,0.00025563,0.0003225837,0.001082366,0.0001840032,0.0001578205],"category_scores_gemma":[0.0002085478,0.000195883,0.0001259821,0.0002238696,0.0008242451,0.0005867032,0.0002343871,0.0006321525,0.00002590642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007337371,"about_ca_system_score_gemma":0.0001369912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620103,"about_ca_topic_score_gemma":0.00005845444,"domain_scores_codex":[0.9979154,0.0001693165,0.0006057775,0.0004494276,0.0004483295,0.0004117895],"domain_scores_gemma":[0.9980961,0.0002674767,0.0008002002,0.0002711347,0.0003582792,0.0002067986],"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":[0.0005666615,0.0006474346,0.04575562,0.00004254116,0.000797744,0.0005942899,0.003057103,0.00005776998,0.005869504,0.0008118339,0.9267594,0.01504007],"study_design_scores_gemma":[0.004073629,0.000486849,0.5419005,0.0003890845,0.0001528443,0.002212313,0.02525152,0.00005504851,0.0001497072,0.0003681529,0.4244544,0.0005060075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730619,0.01407931,0.0007808458,0.00598156,0.002078859,0.000192187,0.0003510214,0.00001619025,0.003458158],"genre_scores_gemma":[0.9524709,0.03761987,0.003962625,0.001377753,0.0008501768,0.000005048327,0.00006750214,0.00004044666,0.003605648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5023051,"threshold_uncertainty_score":0.7987877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941462217300681,"score_gpt":0.3555513084906589,"score_spread":0.3061366863176521,"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."}}