{"id":"W2544922542","doi":"10.5539/ies.v9n11p121","title":"Research on the Foreign Students Education of Shandong Province under the Internationalization Background","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Internationalization; Curriculum; Higher education; Carry (investment); Internationalization of Higher Education; Political science; Scale (ratio); Mathematics education; Pedagogy; Sociology; Business; Psychology; Geography; International trade","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002150437,0.0001004747,0.0001033567,0.0001651983,0.0006885739,0.0001121901,0.0008160776,0.0000579624,0.0005511769],"category_scores_gemma":[0.002765924,0.00004723157,0.00006093526,0.0003323458,0.001013468,0.0002622936,0.00012266,0.000135776,0.000150044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005904781,"about_ca_system_score_gemma":0.001296477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008185593,"about_ca_topic_score_gemma":0.0003160739,"domain_scores_codex":[0.9973363,0.0005948694,0.0003329481,0.000230463,0.001285649,0.0002197989],"domain_scores_gemma":[0.9925299,0.003059765,0.0001818284,0.0002139002,0.003960001,0.00005458497],"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":[0.00001913397,0.0003720847,0.005322489,0.00000472179,0.00006649658,3.122186e-8,0.001795295,0.000003527567,0.00003638198,0.9624712,0.02287835,0.007030231],"study_design_scores_gemma":[0.0002251805,0.00007983225,0.07363238,0.0003642345,0.0000219534,0.00000129064,0.1385833,0.000004739032,0.0005610643,0.5113963,0.2749732,0.0001564917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7333156,0.0004987146,0.000528816,0.1405347,0.004967439,0.0006715793,0.00001050106,0.00003107366,0.1194416],"genre_scores_gemma":[0.9569048,0.0004578031,0.00004923381,0.00212988,0.001013036,0.000319788,0.000008531235,0.000007439809,0.03910954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.451075,"threshold_uncertainty_score":0.6035001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2926904539303143,"score_gpt":0.5585566775669157,"score_spread":0.2658662236366015,"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."}}