{"id":"W2616598116","doi":"","title":"International Partnerships: A Model for Educational Organizations","year":2012,"lang":"en","type":"article","venue":"Index of Texas Archaeology Open Access Grey Literature from the Lone Star State","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Willow Biosciences (Canada)","funders":"","keywords":"Knowledge management; Business; Political science; Process management; Regional science; Engineering management; Computer science; Sociology; Engineering","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":[0.001025504,0.0001438478,0.0001951817,0.00009874569,0.0004374876,0.0004945932,0.002599909,0.0001005368,0.0008259012],"category_scores_gemma":[0.001526254,0.0001116892,0.00005654334,0.0004664925,0.0006905548,0.003107954,0.0007799466,0.0002724974,0.00001574951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006348905,"about_ca_system_score_gemma":0.0007620231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005108174,"about_ca_topic_score_gemma":0.006198963,"domain_scores_codex":[0.9984301,0.0003253652,0.0003343643,0.0002270543,0.0003059433,0.0003771776],"domain_scores_gemma":[0.9965441,0.001769796,0.000355313,0.0002918618,0.000900829,0.0001381133],"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":[0.0001956935,0.0002694219,0.3683258,0.00001207387,0.0002065292,2.260351e-7,0.1689598,0.0004320608,0.0000142579,0.4361606,0.02491492,0.0005085503],"study_design_scores_gemma":[0.0005765776,0.00002450853,0.1232046,0.00006916886,0.00005988956,0.000002529629,0.002043184,0.002031825,0.0000410132,0.4198413,0.4518231,0.0002823266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4257284,0.002464643,0.009852842,0.5338283,0.003812807,0.002421988,0.003620329,0.00004954254,0.01822113],"genre_scores_gemma":[0.9812719,0.0003911113,0.00540078,0.002315849,0.001101912,0.00009518181,0.0006774724,0.00001985238,0.008725956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5555435,"threshold_uncertainty_score":0.9043038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036844387133973,"score_gpt":0.4446039477026599,"score_spread":0.3409195089892626,"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."}}