{"id":"W1965470373","doi":"10.1002/he.388","title":"Notes from the field: Lessons learned in building a framework for an international collaboration","year":2010,"lang":"en","type":"article","venue":"New Directions for Higher Education","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Loyalist College","funders":"","keywords":"General partnership; Higher education; Field (mathematics); Community college; Public relations; Sociology; Political science; Pedagogy; Public administration; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03943665,0.001071227,0.000964288,0.002181253,0.02871716,0.02840556,0.004661737,0.01124986,0.02325526],"category_scores_gemma":[0.0295445,0.000605312,0.001345214,0.002483761,0.04931401,0.02972103,0.01857229,0.01984899,0.002510556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02401318,"about_ca_system_score_gemma":0.05632827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08257548,"about_ca_topic_score_gemma":0.1214247,"domain_scores_codex":[0.9761981,0.01765666,0.000616204,0.0008678018,0.001682526,0.00297872],"domain_scores_gemma":[0.9620317,0.01922724,0.0008919077,0.002712898,0.005873136,0.009263103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001188409,0.00003524388,0.0002562808,0.00009009869,0.000006027125,0.0002760232,0.0159267,0.0005436334,0.00005903612,0.9388801,0.03557311,0.008341967],"study_design_scores_gemma":[0.0000385847,0.00003006553,0.0004468655,0.000856241,0.000009675813,0.0001496384,0.0899455,0.0009210889,0.000102518,0.6764991,0.2309492,0.00005146439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008121836,0.004162971,0.04452257,0.6432952,0.003126964,0.0004502717,0.00009369211,0.0001293892,0.2960971],"genre_scores_gemma":[0.7310382,0.007943559,0.116964,0.07401734,0.002031149,0.001816713,0.0001980275,0.0003354057,0.06565564],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08257548,"threshold_uncertainty_score":0.2085634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913192467271511,"score_gpt":0.4653776991821637,"score_spread":0.4162457745094486,"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."}}