{"id":"W2031248663","doi":"10.3200/chng.38.4.16-23","title":"A Tectonic Shift in Global Higher Education","year":2006,"lang":"en","type":"article","venue":"Change The Magazine of Higher Learning","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Tectonics; Geology; Political science; Seismology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007373994,0.0002344206,0.00008153192,0.0008175942,0.001763906,0.003286433,0.0002429367,0.002076684,0.006227318],"category_scores_gemma":[0.001175187,0.0001285512,0.0001307506,0.002246122,0.002434211,0.004159092,0.001585646,0.001893995,0.0007157445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006090492,"about_ca_system_score_gemma":0.005400965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04206007,"about_ca_topic_score_gemma":0.1109984,"domain_scores_codex":[0.9996606,0.00006466066,0.00001762435,0.00003095522,0.0001320517,0.00009410216],"domain_scores_gemma":[0.9995565,0.00007321353,0.00008332941,0.00002255418,0.0001575478,0.0001069454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000103843,0.00002986601,0.007406162,0.00026823,0.000008885218,0.0004997174,0.01234677,0.0008554421,0.001173287,0.4322659,0.3613697,0.1836721],"study_design_scores_gemma":[0.00001623492,0.00003965001,0.03017662,0.0002860829,0.000008543898,0.0003493908,0.00509822,0.0003009074,0.0009053545,0.07820449,0.8845888,0.00002554405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07530537,0.07681309,0.003827767,0.5281256,0.006455667,0.00003858943,0.001005716,0.0001862736,0.3082419],"genre_scores_gemma":[0.8435609,0.03720542,0.002963321,0.0390699,0.001617884,0.00002467193,0.0006434818,0.00006250187,0.07485181],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04206007,"threshold_uncertainty_score":0.0836305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459806669165284,"score_gpt":0.3163803858163632,"score_spread":0.2917823191247104,"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."}}