{"id":"W6982012560","doi":"","title":"GHEF 2016 BINCANG PERANAN PENDIDIKAN TINGGI
\\nGLOBAL","year":2016,"lang":"id","type":"article","venue":"Universiti Sains Malaysia Institutional Repository (Universiti Sains Malaysia)","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SFU Community Trust Endowment Fund","keywords":"Commonwealth; Work (physics); Higher education; Government (linguistics); Corporate governance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001380315,0.0004048066,0.0002304784,0.0004586201,0.002576676,0.003812543,0.0005031869,0.001590933,0.1037487],"category_scores_gemma":[0.00155007,0.0002043399,0.0001633949,0.000678018,0.001157787,0.001569312,0.00264986,0.00187819,0.01700686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307456,"about_ca_system_score_gemma":0.005054628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02473096,"about_ca_topic_score_gemma":0.05814688,"domain_scores_codex":[0.9995043,0.00006909841,0.00001641005,0.00004695799,0.000171572,0.0001916234],"domain_scores_gemma":[0.9993709,0.0000872272,0.00003903602,0.00007359318,0.0001673266,0.0002618872],"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":[0.0002052721,0.00005018046,0.003270553,0.0002897626,0.000005596826,0.0004481776,0.004358333,0.00013587,0.00116932,0.02856085,0.9125311,0.04897497],"study_design_scores_gemma":[0.000003730008,0.000006535925,0.003016437,0.00006132184,7.815703e-7,0.00003333232,0.000864035,0.00002189579,0.0002851441,0.000351753,0.9953518,0.000003177307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05537166,0.01156306,0.0007906348,0.04017108,0.01207123,0.0002603003,0.01628709,0.0005902643,0.8628947],"genre_scores_gemma":[0.0621381,0.001468985,0.0005040859,0.001234119,0.0002674425,0.00009880135,0.002498422,0.0001626063,0.9316275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1037487,"threshold_uncertainty_score":0.3470739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009703419591706591,"score_gpt":0.2135015954733372,"score_spread":0.2037981758816306,"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."}}