{"id":"W4200569827","doi":"10.1177/10283153211052767","title":"A Textual Analysis of Community College Internationalization Plans in the U.S. and Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Studies in International Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Operationalization; Institution; Political science; Situated; Higher education; Public relations; Internationalization of Higher Education; Sociology; Business; International trade","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002588042,0.0002555769,0.0002288948,0.01167487,0.006954108,0.004430477,0.0007499637,0.0004661361,0.003365053],"category_scores_gemma":[0.01731283,0.000150721,0.0001514621,0.02042078,0.003647891,0.001190376,0.001244935,0.0009025297,0.0003189478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04236417,"about_ca_system_score_gemma":0.05621757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9296536,"about_ca_topic_score_gemma":0.9464923,"domain_scores_codex":[0.9971463,0.0004099786,0.0001966774,0.0002446558,0.001595513,0.0004069186],"domain_scores_gemma":[0.9701428,0.01231658,0.003262924,0.000608367,0.01251789,0.001151344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002027688,0.00009086267,0.07931707,0.001105636,0.00001554854,0.001576648,0.7318443,0.0009067981,0.005974785,0.02460519,0.04010914,0.1142513],"study_design_scores_gemma":[0.000007251389,0.00002534184,0.1212069,0.0008208852,0.0000219646,0.0002086393,0.6726216,0.0013067,0.002682224,0.0008039051,0.2002224,0.00007217097],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8929951,0.001121569,0.002476329,0.005772957,0.0001563269,0.0003878149,0.02387146,0.0001545742,0.07306381],"genre_scores_gemma":[0.9767032,0.001123483,0.0029434,0.0003099749,0.000052087,0.0001812881,0.006416157,0.00008380972,0.01218675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07034642,"threshold_uncertainty_score":0.307375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0662844693461005,"score_gpt":0.4261253699027643,"score_spread":0.3598409005566638,"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."}}