{"id":"W4415173748","doi":"10.62986/dp2005.27","title":"Cross-Border Transactions in Higher Education: Philippine Competitiveness","year":2005,"lang":"en","type":"report","venue":"","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Private sector; Higher education; Quarter (Canadian coin); Service (business); Population; Tertiary sector of the economy","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":[0.001198169,0.0006384006,0.0001613631,0.001647513,0.001389335,0.007765637,0.0004653188,0.0009446862,0.1012444],"category_scores_gemma":[0.001985197,0.0001606121,0.0001105411,0.004119187,0.0004384822,0.003437913,0.001875669,0.001370816,0.0113235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004905056,"about_ca_system_score_gemma":0.008928831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05365768,"about_ca_topic_score_gemma":0.0695596,"domain_scores_codex":[0.9991328,0.0001878272,0.00003708171,0.00007767181,0.0003725752,0.0001920713],"domain_scores_gemma":[0.9979315,0.0002906306,0.0001877778,0.00007878552,0.0008863532,0.0006249711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001350813,0.0003179928,0.05082344,0.0007565981,0.0000288006,0.0008183434,0.003386293,0.001084011,0.0007306311,0.05741762,0.5527241,0.3317771],"study_design_scores_gemma":[0.00001135246,0.00008125808,0.05847847,0.000293053,0.000008132307,0.0002695846,0.004937994,0.0005535939,0.001334364,0.001411578,0.9325984,0.0000220425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06034084,0.01330995,0.0007582611,0.02670909,0.0003145782,0.0001630464,0.005763806,0.0002918747,0.8923486],"genre_scores_gemma":[0.2698324,0.01780438,0.001063834,0.001784583,0.000239968,0.0001208462,0.00602116,0.0001472971,0.7029856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1012444,"threshold_uncertainty_score":0.3386961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022358476299808,"score_gpt":0.3612664780980609,"score_spread":0.3210428933350628,"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."}}