{"id":"W4406553130","doi":"10.36713/epra19861","title":"HAMON NG MGA MAG-AARAL SA BSED FILIPINO NA KABILANG SA STUDENT RESOURCE AND ASSISTANTSHIP TRAINING SCHOLARSHIP (STRAT)","year":2025,"lang":"tl","type":"article","venue":"EPRA International Journal of Multidisciplinary Research (IJMR)","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Scholarship; Psychology; Medical education; Political science; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004262426,0.0009488938,0.0003499376,0.0007464919,0.003256405,0.002324362,0.0005078936,0.0008804812,0.3068683],"category_scores_gemma":[0.000759945,0.0002828457,0.0002614295,0.0006590912,0.0005746399,0.0011453,0.002776709,0.001098544,0.100769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630935,"about_ca_system_score_gemma":0.004745186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130841,"about_ca_topic_score_gemma":0.030985,"domain_scores_codex":[0.9996508,0.00003440076,0.00001244367,0.0000652833,0.00009125181,0.0001458133],"domain_scores_gemma":[0.9989259,0.00005068193,0.00006113092,0.00007276479,0.0002871685,0.0006023931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000434473,0.0003925548,0.01773884,0.0004986674,0.00002588614,0.001299589,0.002857783,0.000193068,0.01162542,0.008937929,0.6312091,0.3247866],"study_design_scores_gemma":[0.000009568716,0.00004896112,0.0155957,0.00006123036,0.000005590391,0.0003170686,0.001593261,0.0001017533,0.0008397107,0.0001911292,0.9812273,0.000008835474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06951995,0.002871478,0.00122755,0.01152089,0.003649356,0.0003875544,0.003185936,0.001235293,0.9064021],"genre_scores_gemma":[0.07043798,0.001005595,0.001036523,0.0008735247,0.0002066961,0.0001053312,0.0009128989,0.0002251386,0.9251963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3068683,"threshold_uncertainty_score":0.9886682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1612488746165449,"score_gpt":0.4855506142065869,"score_spread":0.3243017395900419,"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."}}