{"id":"W598143594","doi":"10.1177/016146811411601401","title":"Learning in and across Contexts: Reimagining Education","year":2014,"lang":"en","type":"article","venue":"Teachers College Record The Voice of Scholarship in Education","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Futures contract; Publication; Learning sciences; Sociology; Publishing; Psychology; Educational technology; Pedagogy; Political 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":[0.003617055,0.0001023289,0.0001551112,0.0001443351,0.0003687375,0.00007698267,0.0002683546,0.0001125396,0.00001319392],"category_scores_gemma":[0.00226097,0.00007522076,0.00003213303,0.0006875042,0.0002730193,0.0005093784,0.00003522305,0.0005544902,0.000009661984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003931165,"about_ca_system_score_gemma":0.001321823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02096347,"about_ca_topic_score_gemma":0.01081302,"domain_scores_codex":[0.9983791,0.0005853371,0.0003191838,0.0001971006,0.0002329124,0.0002863614],"domain_scores_gemma":[0.9990898,0.000308542,0.0002127059,0.0001532606,0.0001501153,0.00008553045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002401267,0.0002934029,0.4864075,0.00002566822,0.000005680999,4.230629e-8,0.1172806,0.00002362635,0.00007367253,0.01990106,0.0004750032,0.3754897],"study_design_scores_gemma":[0.0001978825,0.00003492843,0.570653,0.0001998593,0.000003563847,0.000001480048,0.2914883,0.00002749283,0.00001296524,0.01135356,0.1259062,0.0001207426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713627,0.0005665715,0.000001964163,0.01179915,0.0009962858,0.0003158679,0.000001338571,0.00001858278,0.01493756],"genre_scores_gemma":[0.9934264,0.0002587966,0.0002659641,0.0003957099,0.0002973402,0.00006000694,0.000005269133,0.00001046429,0.005280042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.375369,"threshold_uncertainty_score":0.985556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445335427782515,"score_gpt":0.3484719018865906,"score_spread":0.3340185476087654,"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."}}