{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01222557,0.0006233592,0.0009267951,0.002412621,0.000970753,0.001070137,0.002527287,0.0006365089,0.0005322961],"category_scores_gemma":[0.003313332,0.0006000864,0.0004957917,0.001003453,0.0008193311,0.001021972,0.001219059,0.004618891,0.0001057166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133392,"about_ca_system_score_gemma":0.001075765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007845359,"about_ca_topic_score_gemma":0.0001202225,"domain_scores_codex":[0.9880344,0.003510396,0.002187547,0.001137022,0.00376621,0.001364484],"domain_scores_gemma":[0.9915951,0.003547459,0.001024732,0.0007265601,0.002448727,0.0006574174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01414032,0.007632096,0.7512268,0.0003933827,0.004425748,0.003807258,0.05558454,0.0004676212,0.02851687,0.007408179,0.01733864,0.1090585],"study_design_scores_gemma":[0.007400166,0.001213212,0.9550977,0.002229371,0.0001234491,0.0003670946,0.02298959,0.0004362756,0.0004948257,0.001577687,0.007592808,0.0004778455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965672,0.003583641,0.0004568047,0.01349631,0.003451484,0.0009048568,0.0001168871,0.00004883734,0.01226918],"genre_scores_gemma":[0.9880108,0.000503067,0.001234532,0.0001647185,0.002128074,0.00003444062,0.00008531821,0.00008029926,0.007758794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2038708,"threshold_uncertainty_score":0.9999669,"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."}}