{"id":"W4235370353","doi":"10.31227/osf.io/567j4","title":"Graduate Enhancement Program in Southeast Asia","year":2019,"lang":"id","type":"preprint","venue":"","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002896355,0.0006261587,0.0004734951,0.001088897,0.003138665,0.003169132,0.0008264359,0.00106286,0.08432777],"category_scores_gemma":[0.002385327,0.0002239572,0.0004207114,0.001315991,0.0008450163,0.001218581,0.005258311,0.00164072,0.02695691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002069992,"about_ca_system_score_gemma":0.01889724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743444,"about_ca_topic_score_gemma":0.007577636,"domain_scores_codex":[0.9990822,0.0002591909,0.00003659828,0.0001226641,0.000181477,0.0003177996],"domain_scores_gemma":[0.9916568,0.0002723359,0.0002864821,0.0003357791,0.001092421,0.006356282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003924231,0.002343734,0.03541339,0.0011716,0.00003010007,0.001020467,0.01587519,0.0003248561,0.009088227,0.02478026,0.450267,0.4592928],"study_design_scores_gemma":[0.00004703895,0.0005649248,0.04196662,0.0005629694,0.00002108945,0.0005803336,0.007499657,0.0003432816,0.001880138,0.003413032,0.9431053,0.00001559378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2356691,0.01275259,0.006452526,0.08653456,0.006513534,0.001219453,0.002700287,0.001528375,0.6466295],"genre_scores_gemma":[0.2538005,0.008410077,0.008146014,0.006533678,0.001161627,0.0009190789,0.001674635,0.0003287979,0.7190256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08432777,"threshold_uncertainty_score":0.2821045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0997936377404311,"score_gpt":0.4273515147832667,"score_spread":0.3275578770428356,"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."}}